TopDeepLearning
1.0.0
Daftar proyek GitHub populer yang terkait dengan Deep Learning (yang diperingkat oleh bintang).
Pembaruan Terakhir: 2020.07.09
| Nama proyek | Bintang | Keterangan |
|---|---|---|
| Tensorflow | 146K | Kerangka pembelajaran mesin open source untuk semua orang |
| keras | 48.9k | Pembelajaran mendalam untuk manusia |
| opencv | 46.1k | Perpustakaan Visi Komputer Sumber Terbuka |
| Pytorch | 40k | Tensor dan Jaringan Saraf Dinamis di Python dengan akselerasi GPU yang kuat |
| TensorFlow-Excilples | 38.1k | Tutorial dan contoh TensorFlow untuk pemula (dukungan TF V1 & V2) |
| tesseract | 35.3k | Mesin OCR open source tesseract (repositori utama) |
| face_recognition | 35.2k | API Pengenalan Wajah Termudah di Dunia untuk Python dan Baris Perintah |
| menghadapwap | 31.4k | Perangkat lunak Deepfakes untuk semua |
| Transformer | 30.4k | ? Transformers: Pemrosesan bahasa alami yang canggih untuk Pytorch dan TensorFlow 2.0. |
| 100-hari-ML-Code | 29.1k | 100 hari pengkodean ML |
| Julia | 28.1k | Bahasa Julia: Pendekatan baru untuk komputasi teknis. |
| penambang emas | 26.6k | ? 掘金翻译计划 ， 可能是世界最大最好的英译中技术社区 ， ： ： |
| Skalabilitas yang luar biasa | 26.6k | Pola sistem skala besar yang dapat diskalakan, andal, dan berkinerja |
| Dasar -dasar | 24.5k | Pelajari ML dengan kode bersih, matematika yang disederhanakan dan visual ilustratif. |
| Bert | 23.9k | Kode TensorFlow dan model pra-terlatih untuk Bert |
| funnlp | 22.1k | (Pembelajaran Mesin) NLP 面试中常考到的知识点和代码实现、 NLP4HAN: 中文自然语言处理工具集 (断句/分词/词性标注/组块/句法分析/语义分析/ner/n 元语法/hmm/代词消解/情感分析/拼写检查、 xlm ： wajah… |
| xgboost | 19.4k | Perpustakaan yang dapat diskalakan, portabel, dan didistribusikan gradien (GBDT, GBRT atau GBM), untuk Python, R, Java, Scala, C ++ dan banyak lagi. Berjalan pada mesin tunggal, Hadoop, Spark, Flink dan Dataflow |
| Cloning voice-time-real-time | 18.4k | Kloning suara dalam 5 detik untuk menghasilkan pidato sewenang-wenang secara real-time |
| D2L-ZH | 17.9k | 《动手学深度学习》 ： 面向中文读者、能运行、可讨论。英文版即伯克利 “深度学习导论” 教材。 |
| OpenPose | 17.8k | OpenPose: Perpustakaan deteksi keypoint multi-orang real-time untuk estimasi tubuh, wajah, tangan, dan kaki |
| Coursera-ml-andrewng-notes | 17.7k | 吴恩达老师的机器学习课程个人笔记 |
| Deepfacelab | 17.3k | DeepFacelab adalah perangkat lunak terkemuka untuk menciptakan Deepfake. |
| Pytorch-Tutorial | 17.3k | Tutorial PyTorch untuk Peneliti Pembelajaran Mendalam |
| Mask_rcnn | 17.2k | Topeng R-CNN untuk deteksi objek dan segmentasi instance pada keras dan tensorflow |
| Spacy | 16.8k | ? Pemrosesan Bahasa Alami Kekuatan Industri (NLP) dengan Python dan Cython |
| NLP-Progress | 16.2k | Repositori untuk melacak kemajuan dalam pemrosesan bahasa alami (NLP), termasuk set data dan canggih saat ini untuk tugas NLP yang paling umum. |
| 100-hari-ML-Code | 15.6k | 100-hari-ML-Code 中文版 |
| CS-Video-Courses | 14.9k | Daftar kursus ilmu komputer dengan kuliah video. |
| Gelombang fungsionalkaps | 14.7k | Generasi Bitmap & Tilemap dari satu contoh dengan bantuan ide dari mekanika kuantum. |
| Ceramah | 14.7k | Kursus Oxford Deep NLP 2017 |
| Pembuatan Penguatan | 14.7k | Implementasi Algoritma Pembelajaran Penguatan. Python, Openai Gym, Tensorflow. Latihan dan solusi untuk ditempuh… |
| PWC | 14.7k | Makalah dengan kode. Diurutkan berdasarkan bintang. Diperbarui setiap minggu. |
| Tensorflow-kursus | 14.6k | Tutorial sederhana dan siap digunakan untuk TensorFlow |
| Deepspeech | 14.4k | Implementasi Tensorflow dari Arsitektur Deepspeech Baidu |
| Buku Labu | 14K | 《机器学习》（西瓜书）公式推导解析 ， ： ： https: //datawhalechina.github.io/pumpkin-book |
| tfjs | 13.5k | WebGL mempercepat pustaka JavaScript untuk pelatihan dan penyebaran model ML. |
| contoh | 13.5k | Satu set contoh di sekitar pytorch dalam penglihatan, teks, pembelajaran penguatan, dll. |
| OpenFace | 13.5k | Menghadapi pengenalan dengan jaringan saraf yang dalam. |
| Qix | 13.3k | Pembelajaran Mesin 、 Pembelajaran mendalam 、 Sistem Terdistribusi PostgreSQL 、 Node.js 、 Golang |
| limpa | 12.7k | Perpustakaan Pemisahan Sumber Deezer termasuk model pretrained. |
| Virgilio | 12.7k | Mentor baru Anda untuk E-Learning Ilmu Data. |
| nndl.github.io | 12.7k | 《神经网络与深度学习》 邱锡鹏著 Jaringan saraf dan pembelajaran mendalam |
| Screenshot-to-Code | 12.7k | Jaringan saraf yang mengubah mock-up desain menjadi situs web statis. |
| Pytorch-Cyclegan dan Pix2pix | 12.4k | Terjemahan gambar-ke-gambar di Pytorch |
| Pytorch-Handbook | 11.9k | Buku Pegangan Pytorch 是一本开源的书籍 ， 目标是帮助那些希望和使用 Pytorch 进行深度学习开发和研究的朋友快速入门 ， 其中包含的 Pytorch 教程全部通过测试保证可以成功运行 |
| pistol | 11.9k | Protokol keamanan siber open source untuk menyinkronkan data grafik desentralisasi. |
| Mendayung | 11.8k | Pembelajaran mendalam yang didistribusikan secara paralel: Kerangka kerja pembelajaran mesin dari praktik industri （『飞桨』核心框架 ， 深度学习 & 机器学习高性能单机、分布式训… |
| Tensorflow-Zh | 11.8k | 谷歌全新开源人工智能系统 TensorFlow 官方文档中文版 |
| Darknet | 11.4k | YOLOV4 - Jaringan Saraf untuk Deteksi Objek (versi Windows dan Linux dari DarkNet) |
| Learnopencv | 11.4k | Pelajari OpenCV: C ++ dan Contoh Python |
| Neural-Networks-and-Deep-Learning | 11.3k | Sampel kode untuk buku saya "Neural Networks and Deep Learning" |
| Google-Research | 11.2k | Penelitian Google |
| labelimg | 11.2k | ? ️ Labelimg adalah alat anotasi gambar grafis dan kotak pembatas objek label dalam gambar |
| Gensim | 11k | Pemodelan topik untuk manusia |
| pix2code | 10.9k | Pix2Code: Menghasilkan kode dari tangkapan layar antarmuka pengguna grafis |
| facenet | 10.8k | Pengenalan wajah menggunakan tensorflow |
| Deoldify | 10.7k | Proyek berbasis pembelajaran yang mendalam untuk mewarnai dan memulihkan gambar lama (dan video!) |
| Buku Python-Machine-Learning | 10.7k | The "Python Machine Learning (1st Edition)" Repositori Kode Buku dan Sumber Daya Info |
| Stanford-CS-229-Machine-Learning | 10.6k | Lembar Cheat VIP untuk Pembelajaran Mesin CS 229 Stanford |
| mmdetection | 10.5k | OpenMmLab Detection Toolbox dan Benchmark |
| Face-API.JS | 10.4k | JavaScript API untuk deteksi wajah dan pengenalan wajah di browser dan nodeJs dengan tensorflow.js |
| Daftar-pytorch-list | 10.4k | Daftar komprehensif konten terkait Pytorch di GitHub, seperti model yang berbeda, implementasi, perpustakaan penolong, t… |
| nsfw_data_scraper | 10.2k | Kumpulan skrip untuk menggabungkan data gambar untuk keperluan pelatihan pengklasifikasi gambar nsfw |
| convnetjs | 10K | Pembelajaran mendalam dalam JavaScript. Latih jaringan saraf konvolusional (atau yang biasa) di browser Anda. |
| Cyclegan | 9.8k | Perangkat lunak yang dapat menghasilkan foto dari lukisan, mengubah kuda menjadi zebra, melakukan transfer gaya, dan banyak lagi. |
| streamlit | 9.8k | StreamLit - Cara tercepat untuk membangun aplikasi data di Python |
| Deepcreamppy | 9.7k | Dekensor Hentai dengan jaringan saraf yang dalam |
| StyleGan | 9.7k | StyleGan - Implementasi TensorFlow Resmi |
| Menyelam-into-dl-pytorch | 9.6k | 本项目将《动手学深度学习》 (selami pembelajaran yang mendalam) 原书中的 mxnet 实现改为 pytorch 实现。 |
| Tutorial Stanford-Tensorflow | 9.6k | Repositori ini berisi contoh kode untuk kursus Stanford: TensorFlow untuk penelitian pembelajaran mendalam. |
| Horovod | 9.6k | Kerangka kerja pelatihan terdistribusi untuk TensorFlow, Keras, Pytorch, dan Apache MXNet. |
| Deep-learning-with-tensorflow-book | 9.4k | 深度学习入门开源书 ， 基于 TensorFlow 2.0 案例实战。 Buku Pembelajaran Sumber Deep, Berdasarkan TensorFlow 2.0 Framework. |
| Doodle saraf | 9.4k | Ubah orat-oret dua-bit Anda menjadi karya seni rupa dengan jaringan saraf yang dalam, hasilkan tekstur mulus dari foto, transfer gaya dari satu gambar ke gambar lain, lakukan upscaling berbasis contoh, tapi tunggu ... masih ada lagi! (Implementasi transfer gaya semantik.) |
| Caire | 9.3k | Konten Sadar Gambar Ubah Ulang Perpustakaan |
| Transfer bergaya cepat | 9.2k | Tensorflow CNN untuk transfer gaya cepat ⚡ ??? |
| ncnn | 9.2k | NCNN adalah kerangka kerja inferensi jaringan saraf berkinerja tinggi yang dioptimalkan untuk platform seluler |
| Kubeflow | 9.1k | Toolkit Pembelajaran Mesin untuk Kubernetes |
| nltk | 9k | Sumber NLTK |
| bakat | 9k | Kerangka kerja yang sangat sederhana untuk pemrosesan bahasa alami canggih (NLP) |
| agen ml | 9k | Agen Pembelajaran Mesin Unity Toolkit |
| Allennlp | 8.8k | Perpustakaan penelitian NLP open-source, dibangun di atas Pytorch. |
| Botpress | 8.8k | ? Platform percakapan dengan pemahaman bahasa bawaan (NLU), antarmuka grafis yang indah dan manajer dialog (DM). Mudah membuat chatbots dan asisten virtual berbasis AI. |
| The-Gan-Zoo | 8.7k | Daftar semua Gans bernama! |
| Efektivetensorflow | 8.6k | Tutorial TensorFlow dan praktik terbaik. |
| tfjs-core | 8.5k | WebGL-Accelerated ML // Linear Aljabar // Diferensiasi Otomatis untuk JavaScript. |
| Fairseq | 8.4k | Facebook AI Research Sequence-to-Sequence Toolkit yang ditulis dalam Python. |
| sonet | 8.4k | Perpustakaan Jaringan Saraf Berbasis Tensorflow |
| MIT-Deep-Learning-Book-PDF | 8.3k | MIT Deep Learning Book dalam format pdf (lengkap dan bagian) oleh Ian Goodfellow, Yoshua Bengio dan Aaron Courville |
| TRETORFLOW-TUTORIAL | 8.3k | Tutorial tensorflow dengan video youtube |
| pytorch_geometric | 8.2k | Perpustakaan Ekstensi Pembelajaran Depi Geometris untuk Pytorch |
| tutorial | 8.2k | 机器学习相关教程 |
| fashion-mnist | 8k | Basis data produk fashion seperti Mnist. Benchmark |
| Bert-as-service | 7.9k | Memetakan kalimat panjang variabel ke vektor panjang tetap menggunakan model BerT |
| pix2pix | 7.8k | Terjemahan gambar-ke-gambar dengan jaring permusuhan bersyarat |
| Mediapipipe | 7.7k | MediaPipe adalah cara paling sederhana bagi para peneliti dan pengembang untuk membangun solusi dan aplikasi ML kelas dunia untuk seluler, edge, cloud, dan web. |
| Rekomendasi | 7.7k | Praktik Terbaik pada Sistem Rekomendasi |
| MIT-Deep-Learning | 7.7k | Tutorial, tugas, dan kompetisi untuk kursus terkait pembelajaran mendalam MIT. |
| Buku Pytorch | 7.6k | Tutorial Pytorch dan proyek -proyek menyenangkan termasuk pembicaraan saraf, gaya saraf, penulisan puisi, generasi anime (《深度学习框架 Pytorch ： 入门与实战》) |
| Angin | 7.6k | Aplikasi RSS & Podcast open source yang indah ditenagai oleh gettream.io |
| vid2vid | 7.4k | Implementasi PyTorch dari metode kami untuk terjemahan fotorealistik video-ke-video resolusi tinggi (mis. 2048x1024). |
| Learn_machine_learning_in_3_months | 7.3k | Ini adalah kode untuk "Learn Machine Learning dalam 3 bulan" oleh Siraj Raval di YouTube |
| Golearn | 7.3k | Pembelajaran mesin untuk go |
| Keras-gan | 7.2k | Implementasi Keras dari jaringan permusuhan generatif. |
| mlcourse.ai | 7k | Kursus Pembelajaran Mesin Terbuka |
| faceai | 7k | 一款入门级的人脸、视频、文字检测以及识别的项目. |
| pysc2 | 6.9k | Lingkungan belajar Starcraft II |
| pretrained-model.pytorch | 6.9k | Convnets pretrained for Pytorch: Nasnet, Resnext, ResNet, InceptionV4, InceptionResNetv2, Xception, DPN, dll. |
| Pytorch-Gan | 6.7k | Implementasi Pytorch dari jaringan permusuhan generatif. |
| penglihatan | 6.7k | Set data, transformasi, dan model khusus untuk visi komputer |
| Tutorial NLP | 6.6k | Tutorial pemrosesan bahasa alami untuk peneliti pembelajaran mendalam |
| Bullet3 | 6.6k | Fisika Bullet SDK: Deteksi tabrakan real-time dan simulasi multi-fisika untuk VR, game, efek visual, robotika, |
| DCGAN-TensorFlow | 6.6k | Implementasi TensorFlow dari "Jaringan Persetujuan Generatif Konvolusional" |
| Model TFJS | 6.5k | Model pretrained untuk tensorflow.js |
| Abu | 6.5k | 阿布量化交易系统 (股票 ， 期权 ， 期货 ， 比特币 ， 机器学习) 基于 Python 的开源量化交易 ， 量化投资架构 |
| Pytorch-Lightning | 6.5k | Pembungkus Pytorch ringan untuk peneliti ML. Skala model Anda. Tulis lebih sedikit boilerplate |
| Tensorboardx | 6.4k | Tensorboard untuk pytorch (dan chainer, mxnet, numpy, ...) |
| kursus pembelajaran mesin | 6.4k | Kursus Pembelajaran Mesin dengan Python: |
| tebakan | 6.3k | ? Perpustakaan & Alat untuk Mengaktifkan Pengalaman Pengguna yang Digerakkan Pembelajaran Mesin di Web |
| piro | 6.3k | Pemrograman probabilistik universal yang dalam dengan Python dan Pytorch |
| laboratorium | 6.2k | Platform 3D yang dapat disesuaikan untuk penelitian AI berbasis agen |
| mml-book.github.io | 6.2k | Halaman web pendamping untuk buku "Matematika untuk Pembelajaran Mesin" |
| Wawancara | 6.2k | Wawancara = 简历指南 + leetcode + kaggle |
| Tensorlayer | 6.2k | Perpustakaan Pembelajaran dan Penguatan yang mendalam untuk para ilmuwan dan insinyur |
| Model generatif | 6.1k | Koleksi Model Generatif, misalnya Gan, VAE di Pytorch dan TensorFlow. |
| MESIN-LEARNING-CN-CN | 6.1k | Kerinduan Pembelajaran Mesin 中文版 - 《机器学习训练秘籍》 - Andrew ng 著 |
| keras-yolo3 | 6k | Implementasi KERAS YOLOV3 (TensorFlow Backend) |
| Bosssensor | 5.9k | Sembunyikan layar saat bos mendekat. |
| TensorFlow2_tutorials_chinese | 5.9k | TensorFlow2 中文教程 ， 持续更新 (当前版本: TensorFlow2.0) ， Tag: TensorFlow 2.0 Tutorial |
| TRETORFLOW-TUTORIAL | 5.9k | Tutorial Sederhana Menggunakan Kerangka Tensorflow Google |
| Argo | 5.9k | Alur kerja Argo: Selesaikan hal -hal dengan Kubernetes. |
| Python-Machine-Learning-Book-2nd-Edition | 5.8k | The "Python Machine Learning (2nd Edition)" Repositori Kode Buku dan Sumber Daya Info |
| dvc | 5.7k | Kontrol Versi Data |
| EasyPr | 5.7k | Proyek pengenalan pelat yang mudah, fleksibel, dan akurat untuk lisensi Cina dalam situasi yang tidak dibatasi. |
| Apelsarialnetspaper | 5.6k | Daftar kertas klasik dengan kode tentang jaring permusuhan generatif |
| Tensorpack | 5.6k | Antarmuka pelatihan bersih saraf pada TensorFlow, dengan fokus pada kecepatan + fleksibilitas |
| fotoprisme | 5.6k | Manajemen Foto Pribadi Didukung oleh Go dan Google TensorFlow |
| tensorflow_cookbook | 5.6k | Kode untuk buku masak pembelajaran mesin TensorFlow |
| albumentation | 5.6k | Perpustakaan augmentasi gambar cepat dan pembungkus yang mudah digunakan di sekitar perpustakaan lain |
| cepat | 5.6k | Swift untuk TensorFlow |
| Darkflow | 5.6k | Terjemahkan Darknet ke TensorFlow. Memuat bobot terlatih, pelatihan ulang/fine-tune menggunakan TensorFlow, Ekspor Def Grafik Konstan ke Perangkat Seluler |
| TensorFlow_tutorials | 5.5k | Dari dasar -dasar hingga aplikasi TensorFlow yang sedikit lebih menarik |
| Koursera yang dalam-pembelajaran | 5.5k | Spesialisasi pembelajaran mendalam oleh Andrew Ng di Coursera. |
| TransferLearning | 5.5k | Segala sesuatu tentang pembelajaran transfer dan adaptasi domain-- 迁移学习 |
| ML-NLP | 5.5k | 此项目是机器学习 (Pembelajaran Mesin) 、深度学习 (Pembelajaran mendalam) 、 NLP 面试中常考到的知识点和代码实现 ， 也是作为一个算法工程师必会的理论基础知识。 |
| nmt | 5.5k | Tutorial terjemahan mesin saraf tensorflow |
| lebih cepat-rcnn.pytorch | 5.5k | Implementasi Pytorch yang lebih cepat dari R-CNN lebih cepat |
| Ugatit | 5.4k | Implementasi TensorFlow resmi U-GAT-IT: Jaringan atensi generatif tanpa pengawasan dengan Layer-Inst adaptif… |
| Profiling panda | 5.4k | Buat Laporan Profil HTML dari Pandas DataFrame Objects |
| Jarang-jaringan dalam-dalam | 5.4k | Pembelajaran residu yang mendalam untuk pengenalan gambar |
| xlnet | 5.3k | XLNET: pretraining autoregresif umum untuk pemahaman bahasa |
| leeml-notes | 5.2k | 李宏毅《机器学习》笔记 ， 在线阅读地址 ： https: //datawhalechina.github.io/leeml-notes |
| WAV2LETTER | 5.2k | Toolkit Pengenalan Pidato Otomatis Facebook AI Research |
| gaya saraf | 5.2k | Gaya saraf di TensorFlow! ? |
| CVPR2020-PAPER-Code-Interpretasi | 5.2k | CVPR2020/CVPR2019 ／ CVPR2018/CVPR2017 Makalah ， 极市团队整理 |
| TensorFlow-2.x-Tutorials | 5.2k | Tutorial dan contoh tensorflow 2.x versi, termasuk CNN, RNN, GAN, Auto-encoders, Fasterrcnn, GPT, Bert Exampl… |
| yolov3 | 5.2k | Yolov3 di pytorch> onnx> coreml> ios |
| CNN-text-classification-tf | 5.2k | Jaringan Saraf Konvolusional untuk Klasifikasi Teks di TensorFlow |
| seq2seq | 5.2k | Kerangka kerja encoder-decoder serba guna untuk TensorFlow |
| Chinaocr_lite | 5.1k | 超轻量级中文 OCR ， 支持竖排文字识别, 支持 ncnn 推理, dbnet (1.7m) + crnn (6.3m) + orglenet (1.5m) 总模型仅 10m |
| FeatureTools | 5k | Perpustakaan Python open source untuk rekayasa fitur otomatis |
| labelme | 5k | Anotasi poligonal gambar dengan python (poligon, persegi panjang, lingkaran, garis, titik dan anotasi bendera tingkat gambar). |
| Imagaii | 5k | Perpustakaan Python yang dibangun untuk memberdayakan pengembang untuk membangun aplikasi dan sistem dengan kemampuan visi komputer mandiri |
| NLP-Recipes | 5k | Praktik & Contoh Pemrosesan Bahasa Alami |
| Have-fun-with-Machine-Learning | 4.9k | Panduan Pemula Absolut untuk Pembelajaran Mesin dan Klasifikasi Gambar dengan Jaringan Saraf |
| EAT_TENSORFFLOW2_IN_30_DAYS | 4.9k | Tensorflow2.0 ?? Lezat, makan saja! ?? |
| Tensorflow-Wavenet | 4.9k | Implementasi TensorFlow dari Paper Wavenet DeepMind |
| Pytorch-Tutorial | 4.9k | Bangun jaringan saraf Anda dengan mudah dan cepat |
| StyleGan2 | 4.9k | StyleGan2 - Implementasi TensorFlow Resmi |
| H2O-3 | 4.9k | Platform Pembelajaran Mesin Tertinggi Sumber Terbuka Sumber Terbuka Untuk Aplikasi yang Lebih Cerdas: Pembelajaran mendalam, Peningkatan Gradien & XGBO… |
| Kode Sumber-Sumber-Machine-Machine | 4.8k | Tautan Keren & Makalah Penelitian Yang Terkait dengan Pembelajaran Mesin yang Diterapkan untuk Kode Sumber (MLoncode) |
| Belajar-ke-lihat-gelap | 4.8k | Belajar melihat dalam kegelapan. CVPR 2018 |
| Pytorch-yolov3 | 4.8k | Implementasi Pytorch minimal YOLOV3 |
| Model orde pertama | 4.8k | Repositori ini berisi kode sumber untuk Model First Order Motion Model untuk Animasi Gambar |
| model | 4.8k | Model pembelajaran mendalam yang terlatih dan direproduksi （『飞桨』官方模型库 ， 包含多种学术前沿和工业场景验证的深度学习模型） |
| senyum | 4.8k | Intelijen Mesin Statistik & Mesin Pembelajaran |
| keras-js | 4.7k | Jalankan model keras di browser, dengan dukungan GPU menggunakan WebGL |
| Carla | 4.7k | Simulator open-source untuk penelitian mengemudi otonom. |
| keras-rl | 4.7k | Pembelajaran penguatan yang mendalam untuk keras. |
| Berguna-Java-Links | 4.7k | Daftar Kerangka Java yang Berguna, Perpustakaan, Perangkat Lunak, dan Contoh Hello Worlds |
| Model Coreml Awesome | 4.7k | Daftar model terbesar untuk ML inti (untuk iOS 11+) |
| Python-small-exciles | 4.7k | 告别枯燥 ， 致力于打造 Python 富有体系且实用的小例子、小案例。 |
| GCN | 4.7k | Implementasi jaringan konvolusional grafik di TensorFlow |
| Pendahuluan_to_ml_with_python | 4.7k | Notebook dan kode untuk buku "Pengantar Pembelajaran Mesin dengan Python" |
| Stargan | 4.6k | Stargan - Implementasi Pytorch Resmi (CVPR 2018) |
| pix2pixhd | 4.6k | Sintesis dan memanipulasi gambar 2048x1024 dengan Gans bersyarat |
| Data-science-wiki | 4.6k | Wiki DataScience, Statistik, Matematika, R, Python, AI, Pembelajaran Mesin, Otomasi, Alat DevOps, Bash, Linux Tutor… |
| Mvision | 4.6k | 机器人视觉 移动机器人 vs-slam orb-slam2 深度学习目标检测 yolov3 行为检测 opencv pcl 机器学习 无人驾驶 |
| Cleverhans | 4.6k | Perpustakaan contoh permusuhan untuk membangun serangan, membangun pertahanan, dan membandingkan keduanya |
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| pytorch-Deep-Learning | 2.4k | Deep Learning (with PyTorch) |
| models | 2.4k | A collection of pre-trained, state-of-the-art models in the ONNX format |
| buku | 2.4k | Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程） |
| PyTorch_Tutorial | 2.4k | 《Pytorch模型训练实用教程》中配套代码 |
| Dive-into-DL-TensorFlow2.0 | 2.4k | 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意 |
| Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials | 2.4k | A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding in… |
| segmentation_models | 2.4k | Segmentation models with pretrained backbones. Keras and TensorFlow Keras. |
| Awesome-PyTorch-Chinese | 2.3k | 【干货】史上最全的PyTorch学习资源汇总 |
| Flux.jl | 2.3k | Santai! Flux is the ML library that doesn't make you tensor |
| las | 2.3k | High-performance runtime for data analytics applications |
| PyTorch-BigGraph | 2.3k | Generate embeddings from large-scale graph-structured data. |
| byteps | 2.3k | A high performance and generic framework for distributed DNN training |
| AI-Job-Notes | 2.3k | AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料） |
| luminoth | 2.3k | |
| Alink | 2.3k | Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platf… |
| introtodeeplearning | 2.3k | Lab Materials for MIT 6.S191: Introduction to Deep Learning |
| TensorFlow-and-DeepLearning-Tutorial | 2.3k | A TensorFlow & Deep Learning online course I taught in 2016 |
| srgan | 2.3k | Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network |
| colorization | 2.3k | Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016. |
| OpenNMT | 2.3k | Open Source Neural Machine Translation in Torch (deprecated) |
| Super-SloMo | 2.3k | PyTorch implementation of Super SloMo by Jiang et al. |
| orange3 | 2.3k | ? Orange: Interactive data analysis https://orange.biolab.si |
| ENAS-pytorch | 2.3k | PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing" |
| 3D-ResNets-PyTorch | 2.3k | 3D ResNets for Action Recognition (CVPR 2018) |
| delima | 2.3k | Fast, flexible and easy to use probabilistic modelling in Python. |
| Faster-RCNN_TF | 2.3k | Faster-RCNN in Tensorflow |
| datascience | 2.3k | Curated list of Python resources for data science. |
| deep-learning-from-scratch | 2.3k | 『ゼロから作る Deep Learning』(O'Reilly Japan, 2016) |
| covid-chestxray-dataset | 2.2k | We are building an open database of COVID-19 cases with chest X-ray or CT images. |
| deepchem | 2.2k | Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology |
| awesome-learning-resources | 2.2k | Awesome list of resources on Web Development. |
| omniscidb | 2.2k | OmniSciDB (formerly MapD Core) |
| tablesaw | 2.2k | Java dataframe and visualization library |
| Semantic-Segmentation-Suite | 2.2k | Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily! |
| Fcos | 2.2k | FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19) |
| menyoroti | 2.2k | Deep recommender models using PyTorch. |
| kumpulan data | 2.2k | TFDS is a collection of datasets ready to use with TensorFlow, Jax, ... |
| Deep-Learning-for-Recommendation-Systems | 2.2k | This repository contains Deep Learning based articles , paper and repositories for Recommender Systems |
| gluon-nlp | 2.1k | NLP made easy |
| dowhy | 2.1k | DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks. |
| keras-attention-mechanism | 2.1k | Attention mechanism Implementation for Keras. |
| Meta-Learning-Papers | 2.1k | Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning |
| tacotron | 2.1k | A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial) |
| machinelearninginaction | 2.1k | Source Code for the book: Machine Learning in Action published by Manning |
| BuildingMachineLearningSystemsWithPython | 2.1k | Source Code for the book Building Machine Learning Systems with Python |
| CHINESE-OCR | 2.1k | [python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别 |
| deepdetect | 2.1k | Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost an… |
| XLM | 2.1k | PyTorch original implementation of Cross-lingual Language Model Pretraining. |
| tensorflow-on-raspberry-pi | 2.1k | TensorFlow for Raspberry Pi |
| decaNLP | 2.1k | The Natural Language Decathlon: A Multitask Challenge for NLP |
| AlphaZero_Gomoku | 2.1k | An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row) |
| Pytorch-Beginner | 2.1k | pytorch tutorial for beginners |
| garis singgung | 2.1k | Source-to-Source Debuggable Derivatives in Pure Python |
| Person_reID_baseline_pytorch | 2.1k | A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial https://github.com/layumi/… |
| mmlspark | 2k | Microsoft Machine Learning for Apache Spark |
| TAKDIR | 2k | An Industrial Level Federated Learning Framework |
| text-to-image | 2k | Text to image synthesis using thought vectors |
| pytorch-sentiment-analysis | 2k | Tutorials on getting started with PyTorch and TorchText for sentiment analysis. |
| PERI | 2k | An End-To-End, Lightweight and Flexible Platform for Game Research |
| katalisator | 2k | Accelerated DL R&D |
| neuralcoref | 2k | Fast Coreference Resolution in spaCy with Neural Networks |
| DeepRL-Agents | 2k | A set of Deep Reinforcement Learning Agents implemented in Tensorflow. |
| RL-Adventure | 2k | Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchic… |
| fe4ml-zh | 2k | [译] 面向机器学习的特征工程 |
| lingvo | 2k | Lingvo |
| pytorch-generative-model-collections | 2k | Collection of generative models in Pytorch version. |
| ResNeSt | 2k | ResNeSt: Split-Attention Networks |
| TensorFlow-Tutorials | 2k | 텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다 |
| MUNIT | 2k | Multimodal Unsupervised Image-to-Image Translation |
| oneDNN | 2k | oneAPI Deep Neural Network Library (oneDNN) |
| deepvariant | 2k | DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data. |
| texar | 2k | Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow |
| kaolin | 2k | A PyTorch Library for Accelerating 3D Deep Learning Research |
| Peramal | 2k | Software designed to identify and monitor social/historical cues for short term stock movement |
| implisit | 2k | Fast Python Collaborative Filtering for Implicit Feedback Datasets |
| DeepRL | 2k | Modularized Implementation of Deep RL Algorithms in PyTorch |
| lgo | 2k | Interactive Go programming with Jupyter |
| kcws | 2k | Deep Learning Chinese Word Segment |
| tensorflow-build-archived | 2k | TensorFlow binaries supporting AVX, FMA, SSE |
| dm_control | 2k | DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo. |
| gpytorch | 2k | A highly efficient and modular implementation of Gaussian Processes in PyTorch |
| Neural-Photo-Editor | 1.9k | A simple interface for editing natural photos with generative neural networks. |
| alpha-zero-general | 1.9k | A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 |
| tacotron2 | 1.9k | Tacotron 2 - PyTorch implementation with faster-than-realtime inference |
| siamese-triplet | 1.9k | Siamese and triplet networks with online pair/triplet mining in PyTorch |
| awesome-quant | 1.9k | 中国的Quant相关资源索引 |
| image-super-resolution | 1.9k | ? Super-scale your images and run experiments with Residual Dense and Adversarial Networks. |
| generative_inpainting | 1.9k | DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral |
| code-of-learn-deep-learning-with-pytorch | 1.9k | This is code of book "Learn Deep Learning with PyTorch" |
| gpt-2-simple | 1.9k | Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts |
| DeepInterests | 1.9k | 深度有趣 |
| segmentation_models.pytorch | 1.9k | Segmentation models with pretrained backbones. PyTorch. |
| human-pose-estimation.pytorch | 1.9k | The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(h… |
| Biggan-Pytorch | 1.9k | Implementasi Pytorch Biggan yang secara resmi tidak resmi penulis. |
| pytorch-playground | 1.9k | Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet) |
| bertviz | 1.9k | Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.) |
| face.evoLVe.PyTorch | 1.9k | High-Performance Face Recognition Library on PyTorch |
| Reco-papers | 1.8k | Classic papers and resources on recommendation |
| pelatih | 1.8k | Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms |
| pengumban | 1.8k | SLING - A natural language frame semantics parser |
| Pytorch-deeplab-xception | 1.8k | DeepLab v3+ model in PyTorch. Support different backbones. |
| mmskeleton | 1.8k | A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis. |
| sru | 1.8k | Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755) |
| Pytorch-seq2seq | 1.8k | Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. |
| Deep-Learning-Interview-Book | 1.8k | 深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向） |
| pai | 1.8k | Resource scheduling and cluster management for AI |
| AI-Blocks | 1.8k | A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models! |
| scikit-optimize | 1.8k | Sequential model-based optimization with a scipy.optimize interface |
| sequence_tagging | 1.8k | Named Entity Recognition (LSTM + CRF) - Tensorflow |
| zh-NER-TF | 1.8k | A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow) |
| donkeycar | 1.8k | Open source hardware and software platform to build a small scale self driving car. |
| edge-connect | 1.8k | EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212 |
| awd-lstm-lm | 1.7k | LSTM and QRNN Language Model Toolkit for PyTorch |
| pytorch-kaldi | 1.7k | pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit. |
| Bender | 1.7k | Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood. |
| zi2zi | 1.7k | Learning Chinese Character style with conditional GAN |
| automl-gs | 1.7k | Provide an input CSV and a target field to predict, generate a model + code to run it. |
| Statistik | 1.7k | A well tested and comprehensive Golang statistics library package with no dependencies. |
| ranking | 1.7k | Learning to Rank in TensorFlow |
| mathAI | 1.7k | 一个拍照做题程序。输入一张包含数学计算题的图片，输出识别出的数学计算式以及计算结果。This is a mathematic expression recognition project. |
| spark-ml-source-analysis | 1.7k | spark ml 算法原理剖析以及具体的源码实现分析 |
| video-object-removal | 1.7k | Just draw a bounding box and you can remove the object you want to remove. |
| datascience-pizza | 1.7k | ? Repositório para juntar informações sobre materiais de estudo em análise de dados e áreas afins, empresas que trabalham com dados e dicionário de conceitos |
| data-science-interviews | 1.7k | Data science interview questions and answers |
| yolov3-tf2 | 1.7k | YoloV3 Implemented in Tensorflow 2.0 |
| ComputeLibrary | 1.7k | The ARM Computer Vision and Machine Learning library is a set of functions optimised for both ARM CPUs and GPUs using SIMD technologies. |
| tacotron | 1.7k | A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model |
| DeepLearn | 1.7k | Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn. |
| analytics-zoo | 1.7k | Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray |
| PyTorch-NLP | 1.7k | Basic Utilities for PyTorch Natural Language Processing (NLP) |
| captcha_break | 1.7k | 验证码识别 |
| crnn | 1.7k | Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition. |
| DeblurGAN | 1.7k | Image Deblurring using Generative Adversarial Networks |
| robosat | 1.6k | Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds |
| pointnet2 | 1.6k | PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space |
| AutonomousDrivingCookbook | 1.6k | Scenarios, tutorials and demos for Autonomous Driving |
| imgclsmob | 1.6k | Sandbox for training convolutional networks for computer vision |
| tf_unet | 1.6k | Generic U-Net Tensorflow implementation for image segmentation |
| torchsample | 1.6k | High-Level Training, Data Augmentation, and Utilities for Pytorch |
| nlp | 1.6k | ?nlp – Datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow |
| hdbscan | 1.6k | A high performance implementation of HDBSCAN clustering. |
| m2cgen | 1.6k | Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies |
| fastNLP | 1.6k | fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation. |
| keras-yolo2 | 1.6k | Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows). |
| Awesome-Chatbot | 1.6k | Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>: |
| knockknock | 1.6k | ?✊Knock Knock: Get notified when your training ends with only two additional lines of code |
| MTBook | 1.6k | 《机器翻译：统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods |
| trains | 1.6k | TRAINS - Auto-Magical Experiment Manager & Version Control for AI - NOW WITH AUTO-MAGICAL DEVOPS! |
| self-driving-car | 1.6k | Udacity Self-Driving Car Engineer Nanodegree projects. |
| cnn_captcha | 1.6k | use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。 |
| XLearning | 1.6k | AI on Hadoop |
| Tacotron-2 | 1.6k | DeepMind's Tacotron-2 Tensorflow implementation |
| fast-wavenet | 1.6k | Speedy Wavenet generation using dynamic programming ⚡ |
| spacy-course | 1.6k | ? ? Advanced NLP with spaCy: A free online course |
| gandissect | 1.6k | Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/ |
| NCRFpp | 1.6k | NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (eg NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. |
| stargan-v2 | 1.6k | StarGAN v2 - Official PyTorch Implementation (CVPR 2020) |
| tinyflow | 1.6k | Tutorial code on how to build your own Deep Learning System in 2k Lines |
| SATUAN | 1.6k | Unsupervised Image-to-Image Translation |
| ssd_keras | 1.6k | A Keras port of Single Shot MultiBox Detector |
| cosin | 1.5k | ? 春松客服，多渠道智能客服系统，开源客服系统 |
| foolbox | 1.5k | A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX |
| capsule-networks | 1.5k | A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules". |
| flogo | 1.5k | Project Flogo is an open source ecosystem of opinionated event-driven capabilities to simplify building efficient & modern serverless functions, microservices & edge apps. |
| lip-reading-deeplearning | 1.5k | ? Lip Reading - Cross Audio-Visual Recognition using 3D Architectures |
| hummingbird | 1.5k | Hummingbird compiles trained ML models into tensor computation for faster inference. |
| deep-rl-tensorflow | 1.5k | TensorFlow implementation of Deep Reinforcement Learning papers |
| practical-machine-learning-with-python | 1.5k | Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system. |
| NeuroNER | 1.5k | Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results. |
| wavenet_vocoder | 1.5k | VOCODER WAVENET |
| awesome-hand-pose-estimation | 1.5k | Awesome work on hand pose estimation/tracking |
| peta | 1.5k | mean Average Precision - This code evaluates the performance of your neural net for object recognition. |
| agents | 1.5k | TF-Agents is a library for Reinforcement Learning in TensorFlow |
| CADL | 1.5k | ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL |
| tensorflow-DeepFM | 1.5k | Tensorflow implementation of DeepFM for CTR prediction. |
| tensorflow-1.4-billion-password-analysis | 1.5k | Deep Learning model to analyze a large corpus of clear text passwords. |
| DAT8 | 1.5k | General Assembly's 2015 Data Science course in Washington, DC |
| NeMo | 1.5k | NeMo: a toolkit for conversational AI |
| Machine-Learning-Flappy-Bird | 1.5k | Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm |
| ml-visuals | 1.5k | Visuals contains figures and templates which you can reuse and customize to improve your scientific writing. |
| GANimation | 1.5k | GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch] |
| EagleEye | 1.5k | Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search. |
| Pytorch-encoding | 1.5k | A PyTorch CV Toolkit |
| percikan | 1.5k | .NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers. |
| gemetar | 1.5k | Interactive convnet features visualization for Keras |
| MachineLearning | 1.5k | 一些关于机器学习的学习资料与研究介绍 |
| GAT | 1.5k | Graph Attention Networks (https://arxiv.org/abs/1710.10903) |
| mt-dnn | 1.4k | Multi-Task Deep Neural Networks for Natural Language Understanding |
| deep-neuroevolution | 1.4k | Deep Neuroevolution |
| a-PyTorch-Tutorial-to-Object-Detection | 1.4k | SSD: Single Shot MultiBox Detector |
| labelbox | 1.4k | Labelbox is the fastest way to annotate data to build and ship computer vision applications. |
| Openvino | 1.4k | OpenVINO™ Toolkit repository |
| awesome-decision-tree-papers | 1.4k | A collection of research papers on decision, classification and regression trees with implementations. |
| project_alias | 1.4k | Alias is a teachable “parasite” that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you. |
| data-science-question-answer | 1.4k | A repo for data science related questions and answers |
| photo2cartoon | 1.4k | 人像卡通化探索项目 (photo-to-cartoon translation project) |
| video2x | 1.4k | A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018. |
| Tengine | 1.4k | Tengine is a lite, high performance, modular inference engine for embedded device |
| cuml | 1.4k | cuML - RAPIDS Machine Learning Library |
| BentoML | 1.4k | Model Serving Made Easy |
| GANotebooks | 1.4k | wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch |
| Mobilenet | 1.4k | MobileNet build with Tensorflow |
| CRAFT-pytorch | 1.4k | Official implementation of Character Region Awareness for Text Detection (CRAFT) |
| mlr | 1.4k | Pembelajaran mesin di r |
| monodepth2 | 1.4k | Monocular depth estimation from a single image |
| TensorKart | 1.4k | self-driving MarioKart with TensorFlow |
| keras-contrib | 1.4k | Keras community contributions |
| stellargraph | 1.4k | StellarGraph - Machine Learning on Graphs |
| GDLnotes | 1.4k | Google Deep Learning Notes（TensorFlow教程） |
| pydensecrf | 1.4k | Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials. |
| seldon-server | 1.4k | Machine Learning Platform and Recommendation Engine built on Kubernetes |
| chainercv | 1.4k | ChainerCV: a Library for Deep Learning in Computer Vision |
| tensorflow-nlp | 1.4k | Building blocks for NLP and Text Generation in TensorFlow 2.x / 1.x |
| iOS_ML | 1.4k | List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog. |
| tfgo | 1.4k | Tensorflow + Go, the gopher way |
| bi-att-flow | 1.4k | Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization. |
| CoreML-in-ARKit | 1.4k | Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML. |
| petir | 1.4k | Large-scale linear classification, regression and ranking in Python |
| DeepFace | 1.4k | Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done. |
| torch2trt | 1.4k | An easy to use PyTorch to TensorRT converter |
| deepvoice3_pytorch | 1.4k | PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models |
| sphereface | 1.4k | Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17. |
| jeelizFaceFilter | 1.4k | Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...). |
| kaggle-web-traffic | 1.4k | 1st place solution |
| minimalRL | 1.4k | Implementasi algoritma RL dasar dengan garis kode minimal! (pytorch based) |
| Machine-Learning-Notes | 1.4k | 周志华《机器学习》手推笔记 |
| Gen.jl | 1.4k | A general-purpose probabilistic programming system with programmable inference |
| faster_rcnn_pytorch | 1.4k | Lebih cepat rcnn dengan pytorch |
| merumput | 1.4k | An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable) |
| keras_to_tensorflow | 1.4k | General code to convert a trained keras model into an inference tensorflow model |
| handtracking | 1.3k | Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow |
| word-rnn-tensorflow | 1.3k | Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow. |
| TorchCraft | 1.3k | Connecting Torch to StarCraft |
| AndroidTensorFlowMachineLearningExample | 1.3k | Android TensorFlow MachineLearning Example (Building TensorFlow for Android) |
| besarnya | 1.3k | A fast, efficient universal vector embedding utility package. |
| hackermath | 1.3k | Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way |
| pytorch-grad-cam | 1.3k | PyTorch implementation of Grad-CAM |
| granat | 1.3k | Deep Learning in Haskell |
| captcha_trainer | 1.3k | [验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model. |
| anago | 1.3k | Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on. |
| mne-python | 1.3k | MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python |
| eos | 1.3k | A lightweight 3D Morphable Face Model fitting library in modern C++14 |
| ngraph | 1.3k | nGraph - open source C++ library, compiler and runtime for Deep Learning |
| NSFWDetector | 1.3k | A NSFW (aka porn) detector with CoreML |
| open_nsfw_android | 1.3k | 色情图片离线识别，基于TensorFlow实现。识别只需20ms,可断网测试，成功率99%，调用只要一行代码，从雅虎的开源项目open_nsfw移植，该模型文件可用于iOS、java、C++等平台 |
| cs230-code-examples | 1.3k | Code examples in pyTorch and Tensorflow for CS230 |
| pytorch-generative-adversarial-networks | 1.3k | A very simple generative adversarial network (GAN) in PyTorch |
| peramalan | 1.3k | Time Series Forecasting Best Practices & Examples |
| ATMOSFER | 1.3k | Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation" |
| bulbea | 1.3k | ? ? Deep Learning based Python Library for Stock Market Prediction and Modelling |
| electra | 1.3k | ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators |
| scattertext | 1.3k | Beautiful visualizations of how language differs among document types. |
| talos | 1.3k | Hyperparameter Optimization for TensorFlow, Keras and PyTorch |
| practicalAI-cn | 1.3k | AI实战-practicalAI 中文版 |
| peniru | 1.3k | PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis |
| gluon-ts | 1.3k | Probabilistic time series modeling in Python |
| dcgan-completion.tensorflow | 1.3k | Image Completion with Deep Learning in TensorFlow |
| EfficientDet.Pytorch | 1.3k | Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch |
| NeuronBlocks | 1.3k | NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego |
| yolo2-pytorch | 1.3k | YOLOv2 in PyTorch |
| EmojiIntelligence | 1.3k | Neural Network built in Apple Playground using Swift |
| efficientnet | 1.3k | Implementation of EfficientNet model. Keras and TensorFlow Keras. |
| YOLOv3_TensorFlow | 1.3k | Complete YOLO v3 TensorFlow implementation. Support training on your own dataset. |
| TensorFlow.NET | 1.3k | .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C#. |
| pytextrank | 1.3k | Python implementation of TextRank for phrase extraction and summarization of text documents |
| menyimpulkan | 1.3k | Infer.NET is a framework for running Bayesian inference in graphical models |
| uda | 1.3k | Unsupervised Data Augmentation (UDA) |
| mmaction | 1.3k | An open-source toolbox for action understanding based on PyTorch |
| spark-nlp | 1.3k | State of the Art Natural Language Processing |
| pytorch-semantic-segmentation | 1.3k | Pytorch untuk segmentasi semantik |
| Deep-Learning-Boot-Camp | 1.2k | A community run, 5-day PyTorch Deep Learning Bootcamp |
| pytorch-openai-transformer-lm | 1.2k | ?A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI |
| hiddenlayer | 1.2k | Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras. |
| PaddleHub | 1.2k | Toolkit for Pre-trained Model Application of PaddlePaddle（『飞桨』预训练模型应用工具 ） |
| PhotographicImageSynthesis | 1.2k | Photographic Image Synthesis with Cascaded Refinement Networks |
| alpr-unconstrained | 1.2k | License Plate Detection and Recognition in Unconstrained Scenarios |
| Deep-Image-Analogy | 1.2k | The source code of 'Visual Attribute Transfer through Deep Image Analogy'. |
| spektral | 1.2k | Graph Neural Networks with Keras and Tensorflow 2. |
| DeepAA | 1.2k | make ASCII Art by Deep Learning |
| vvedenie-mashinnoe-obuchenie | 1.2k | Подборка ресурсов по машинному обучению |
| OpenSeq2Seq | 1.2k | Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP |
| Menempa | 1.2k | A neural network toolkit for Metal |
| keras-yolo3 | 1.2k | Training and Detecting Objects with YOLO3 |
| NiftyNet | 1.2k | [unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy |
| Awesome-TensorFlow-Chinese | 1.2k | Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教程，入门教程，视频教程，实战项目，学习路径。QQ群：167122861，公众号：磐创AI，微信群二维码：http://www.tensorflownews.com/ |
| StudyBook | 1.2k | Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning) |
| awesome-semantic-segmentation-pytorch | 1.2k | Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet) |
| RFBNet | 1.2k | Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018 |
| GPflow | 1.2k | Gaussian processes in TensorFlow |
| dlwpt-code | 1.2k | Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann. |
| dlcv_for_beginners | 1.2k | 《深度学习与计算机视觉》配套代码 |
| Deep-Learning-with-PyTorch-Tutorials | 1.2k | 深度学习与PyTorch入门实战视频教程 配套源代码和PPT |
| DLTK | 1.2k | Deep Learning Toolkit for Medical Image Analysis |
| FCN.tensorflow | 1.2k | Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org) |
| facenet-pytorch | 1.2k | Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models |
| h2o-tutorials | 1.2k | Tutorials and training material for the H2O Machine Learning Platform |
| nlp-journey | 1.2k | Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0. |
| object_detector_app | 1.2k | Real-Time Object Recognition App with Tensorflow and OpenCV |
| tnt | 1.2k | Simple tools for logging and visualizing, loading and training |
| tensorflow-deeplab-resnet | 1.2k | DeepLab-ResNet rebuilt in TensorFlow |
| reproducible-image-denoising-state-of-the-art | 1.2k | Collection of popular and reproducible image denoising works. |
| senet.pytorch | 1.2k | PyTorch implementation of SENet |
| Pytorch-seq2seq | 1.2k | An open source framework for seq2seq models in PyTorch. |
| efficient_densenet_pytorch | 1.2k | A memory-efficient implementation of DenseNets |
| pytorch-retinanet | 1.2k | Pytorch implementation of RetinaNet object detection. |
| cakechat | 1.2k | CakeChat: Emotional Generative Dialog System |
| Pytorch-fcn | 1.2k | PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.) |
| python-machine-learning-book-3rd-edition | 1.2k | The "Python Machine Learning (3rd edition)" book code repository |
| tf-quant-finance | 1.2k | High-performance TensorFlow library for quantitative finance. |
| gnes | 1.1k | GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network. |
| Image-OutPainting | 1.1k | ? Keras Implementation of Painting outside the box |
| Fabrik | 1.1k | ? Collaboratively build, visualize, and design neural nets in browser |
| attention-transfer | 1.1k | Improving Convolutional Networks via Attention Transfer (ICLR 2017) |
| pytorch-cifar100 | 1.1k | Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet) |
| MONAI | 1.1k | AI Toolkit for Healthcare Imaging |
| tensorrec | 1.1k | A TensorFlow recommendation algorithm and framework in Python. |
| mleap | 1.1k | MLeap: Deploy Spark Pipelines to Production |
| noreward-rl | 1.1k | [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning |
| PyTorchNLPBook | 1.1k | Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info |
| mtcnn | 1.1k | MTCNN face detection implementation for TensorFlow, as a PIP package. |
| WaveRNN | 1.1k | WaveRNN Vocoder + TTS |
| UNet-family | 1.1k | Paper and implementation of UNet-related model. |
| Awesome-pytorch-list-CNVersion | 1.1k | Awesome-pytorch-list 翻译工作进行中...... |
| tensorflow-fcn | 1.1k | An Implementation of Fully Convolutional Networks in Tensorflow. |
| BicycleGAN | 1.1k | Toward Multimodal Image-to-Image Translation |
| TensorFlow2.0-Examples | 1.1k | ? Difficult algorithm, simple code. |
| fast-autoaugment | 1.1k | Official Implementation of 'Fast AutoAugment' in PyTorch. |
| fastai_deeplearn_part1 | 1.1k | Notes for Fastai Deep Learning Course |
| HyperGAN | 1.1k | Composable GAN framework with api and user interface |
| rumah | 1.1k | ApacheCN 开源组织：公告、介绍、成员、活动、交流方式 |
| tfx | 1.1k | TFX is an end-to-end platform for deploying production ML pipelines |
| handwriting-synthesis | 1.1k | Handwriting Synthesis with RNNs ✏️ |
| image-quality-assessment | 1.1k | Convolutional Neural Networks to predict the aesthetic and technical quality of images. |
| PerceptualSimilarity | 1.1k | Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018. |
| lanenet-lane-detection | 1.1k | Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/ |
| uTensor | 1.1k | TinyML AI inference library |
| torchgan | 1.1k | Research Framework for easy and efficient training of GANs based on Pytorch |
| merlin | 1.1k | This is now the official location of the Merlin project. |
| PETUNJUK | 1k | 中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard |
| tfjs-node | 1k | TensorFlow powered JavaScript library for training and deploying ML models on Node.js. |
| CycleGAN-TensorFlow | 1k | An implementation of CycleGan using TensorFlow |
| EffectivePyTorch | 1k | PyTorch tutorials and best practices. |
| hercules | 1k | Gaining advanced insights from Git repository history. |
| AdvancedEAST | 1k | AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate. |
| one-pixel-attack-keras | 1k | Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet |
| CRNN_Chinese_Characters_Rec | 1k | (CRNN) Chinese Characters Recognition. |
| hmtl | 1k | ?HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP |
| rethinking-network-pruning | 1k | Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019) |
| Klasifikasi Pytorch | 1k | Classification with PyTorch. |
| a-PyTorch-Tutorial-to-Image-Captioning | 1k | Show, Attend, and Tell |
| reformer-pytorch | 1k | Reformer, the efficient Transformer, in Pytorch |
| pytorch-YOLOv4 | 1k | PyTorch ,ONNX and TensorRT implementation of YOLOv4 |
| FaceMaskDetection | 1k | 开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask. |
| gen-efficientnet-pytorch | 1k | Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS |
| open-reid | 1k | Open source person re-identification library in python |
| wgan-gp | 1k | A pytorch implementation of Paper "Improved Training of Wasserstein GANs" |
