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All Projects → mbadry1 → Top Deep Learning

mbadry1 / Top Deep Learning

Licence: mit
Top 200 deep learning Github repositories sorted by the number of stars.

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Top deep learning Github repositories

Here's a list of top 200 deep learning Github repositories sorted by the number of stars. The query that has been used with Github search API is:

  • deep-learning OR CNN OR RNN OR "convolutional neural network" OR "recurrent neural network"

Trending deep learning Github repositories can be found here.

Date: 02-02-2020 compared to 09-01-2019

Note: This will be updated regularly.

Pos Name Description Language Stars Forks
➖ 1 tensorflow An Open Source Machine Learning Framework for Everyone C++ 140574 79704
➖ 2 keras Deep Learning for humans Python 46627 17671
➖ 3 opencv Open Source Computer Vision Library C++ 41817 32255
⬆️1 4 DeepLearning-500-questions 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06 None 36349 11201
⬇️1 5 TensorFlow-Examples TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) Jupyter Notebook 36173 13657
➖ 6 pytorch Tensors and Dynamic neural networks in Python with strong GPU acceleration C++ 35719 8990
➖ 7 caffe Caffe: a fast open framework for deep learning. C++ 29775 18028
⬆️4 8 faceswap Deepfakes Software For All Python 28863 9258
🆕 9 100-Days-Of-ML-Code 100 Days of ML Coding Python 27766 6943
⬇️1 10 deeplearningbook-chinese Deep Learning Book Chinese Translation TeX 27753 8098
⬇️1 11 Deep-Learning-Papers-Reading-Roadmap Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! Python 25457 5818
🆕 12 practicalAI 📚 A practical approach to machine learning. Jupyter Notebook 23437 4171
⬇️2 13 machine-learning-for-software-engineers A complete daily plan for studying to become a machine learning engineer. None 23326 5466
⬆️2 14 AiLearning AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP Python 22923 7996
⬇️2 15 Detectron FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. Python 22754 5016
⬇️1 16 awesome-deep-learning-papers The most cited deep learning papers TeX 20574 3987
⬆️1 17 handson-ml A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow. Jupyter Notebook 18622 10022
⬇️1 18 incubator-mxnet Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more Python 18344 6528
⬆️1 19 data-science-ipython-notebooks Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. Python 17947 5528
⬆️1 20 fastai The fastai deep learning library, plus lessons and tutorials Jupyter Notebook 17001 6029
⬇️2 21 CNTK Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit C++ 16658 4420
➖ 22 darknet Convolutional Neural Networks C 16203 10402
⬆️15 23 d2l-zh 《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。 Python 15910 4061
⬆️1 24 openpose OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation C++ 15825 4682
⬇️2 25 spaCy 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython Python 15643 2755
➖ 26 Mask_RCNN Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow Python 15583 7251
⬆️4 27 ML-From-Scratch Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. Python 15327 2935
⬆️2 28 pytorch-tutorial PyTorch Tutorial for Deep Learning Researchers Python 15314 4813
⬆️62 29 Real-Time-Voice-Cloning Clone a voice in 5 seconds to generate arbitrary speech in real-time Python 15014 2651
⬇️2 30 100-Days-Of-ML-Code 100-Days-Of-ML-Code中文版 Jupyter Notebook 14977 4170
⬇️4 31 awesome-deep-learning A curated list of awesome Deep Learning tutorials, projects and communities. None 14565 4592
⬇️8 32 lectures Oxford Deep NLP 2017 course None 14411 3477
⬇️4 33 TensorFlow-Course Simple and ready-to-use tutorials for TensorFlow Python 13938 2782
⬇️2 34 Qix Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang None 13091 4701
⬇️2 35 cheatsheets-ai Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5 None 13068 3175
⬇️2 36 openface Face recognition with deep neural networks. Lua 13043 3260
⬆️2 37 DeepSpeech A TensorFlow implementation of Baidu's DeepSpeech architecture C++ 12951 2417
⬇️2 38 tfjs A WebGL accelerated JavaScript library for training and deploying ML models. TypeScript 12566 1040
⬇️4 39 Screenshot-to-code A neural network that transforms a design mock-up into a static website. HTML 12397 1226
⬆️49 40 DeepFaceLab DeepFaceLab is the leading software for creating deep fakes. Python 12237 2802
⬆️13 41 deeplearning-models A collection of various deep learning architectures, models, and tips Jupyter Notebook 11483 2678
⬇️5 42 deeplearning4j Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark Java 11454 4803
⬇️2 43 awesome-datascience 📝 An awesome Data Science repository to learn and apply for real world problems. None 10992 3237
⬆️6 44 pytorch-CycleGAN-and-pix2pix Image-to-Image Translation in PyTorch Python 10911 3141
⬇️5 45 pix2code pix2code: Generating Code from a Graphical User Interface Screenshot Python 10709 1160
⬇️4 46 neural-networks-and-deep-learning Code samples for my book "Neural Networks and Deep Learning" Python 10687 5046
⬇️3 47 Paddle PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） C++ 10676 2823
⬆️4 48 nndl.github.io 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning HTML 10517 2356
⬆️14 49 ray A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. Python 10248 1484
⬆️32 50 pytorch-handbook pytorch handbook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 Jupyter Notebook 10163 3056
⬇️8 51 FastPhotoStyle Style transfer, deep learning, feature transform Python 10052 1041
⬆️3 52 facenet Face recognition using Tensorflow Python 9965 4055
⬇️7 53 char-rnn Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch Lua 9953 2370
⬇️5 54 Machine-Learning-Tutorials machine learning and deep learning tutorials, articles and other resources None 9920 3029
⬇️10 55 convnetjs Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. JavaScript 9888 1976
⬇️3 56 stanford-cs-229-machine-learning VIP cheatsheets for Stanford's CS 229 Machine Learning None 9888 2402
⬇️9 57 neural-enhance Super Resolution for images using deep learning. Python 9868 1118
🆕 58 nsfw_data_scraper Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier Shell 9853 2605
⬇️1 59 awesome-nlp 📖 A curated list of resources dedicated to Natural Language Processing (NLP) None 9846 1822
⬇️13 60 dive-into-machine-learning Dive into Machine Learning with Python Jupyter notebook and scikit-learn! None 9786 1817
🆕 61 spleeter Deezer source separation library including pretrained models. Python 9752 853
⬆️6 62 labelImg 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images Python 9635 3282
⬇️3 63 tensor2tensor Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. Python 9522 2456
⬇️8 64 CycleGAN Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more. Lua 9419 1575
⬇️6 65 stanford-tensorflow-tutorials This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. Python 9377 4273
⬇️15 66 tflearn Deep learning library featuring a higher-level API for TensorFlow. Python 9363 2396
⬆️2 67 deep-learning-with-python-notebooks Jupyter notebooks for the code samples of the book "Deep Learning with Python" Jupyter Notebook 9349 4607
⬇️11 68 turicreate Turi Create simplifies the development of custom machine learning models. C++ 9331 949
⬆️7 69 learnopencv Learn OpenCV : C++ and Python Examples Jupyter Notebook 9264 6080
⬆️1 70 DeOldify A Deep Learning based project for colorizing and restoring old images (and video!) Jupyter Notebook 8949 988
⬆️2 71 Awesome-pytorch-list A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. None 8917 1954
⬇️6 72 DeepCreamPy Decensoring Hentai with Deep Neural Networks Python 8874 961
⬇️11 73 awesome-deep-vision A curated list of deep learning resources for computer vision None 8842 2586
⬇️7 74 fast-style-transfer TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 Python 8667 2160
⬇️10 75 EffectiveTensorflow TensorFlow 1.x and 2.x tutorials and best practices. None 8566 964
⬇️15 76 tfjs-core WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. TypeScript 8561 988
⬇️5 77 dlib A toolkit for making real world machine learning and data analysis applications in C++ C++ 8546 2547
➖ 78 horovod Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. Python 8517 1330
⬇️15 79 caffe2 Caffe2 is a lightweight, modular, and scalable deep learning framework. Shell 8482 2096
⬇️1 80 conv_arithmetic A technical report on convolution arithmetic in the context of deep learning TeX 8169 1591
⬇️11 81 sonnet TensorFlow-based neural network library Python 8138 1182
⬇️2 82 ncnn ncnn is a high-performance neural network inference framework optimized for the mobile platform C++ 8071 2128
⬆️1 83 imgaug Image augmentation for machine learning experiments. Python 8013 1603
⬇️9 84 TensorFlow-Tutorials TensorFlow Tutorials with YouTube Videos Jupyter Notebook 8007 3922
⬇️8 85 libfacedetection An open source library for face detection in images. The face detection speed can reach 1500FPS. C++ 7971 2267
⬇️5 86 allennlp An open-source NLP research library, built on PyTorch. Python 7949 1707
⬇️13 87 MLAlgorithms Minimal and clean examples of machine learning algorithms implementations Python 7907 1424
⬆️5 88 netron Visualizer for neural network, deep learning and machine learning models JavaScript 7882 959
⬆️1 89 shap A game theoretic approach to explain the output of any machine learning model. Jupyter Notebook 7792 1091
⬇️5 90 onnx Open Neural Network Exchange PureBasic 7792 1281
⬇️4 91 ml-agents Unity Machine Learning Agents Toolkit Python 7685 2052
⬇️6 92 mit-deep-learning-book-pdf MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville Java 7534 1845
⬇️10 93 pix2pix Image-to-image translation with conditional adversarial nets Lua 7423 1289
➖ 94 deep-learning-drizzle Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! None 7284 1694
⬇️7 95 fashion-mnist A MNIST-like fashion product database. Benchmark 👉 Python 7160 1564
⬆️1 96 deep_learning_object_detection A paper list of object detection using deep learning. None 7139 2009
🆕 97 Dive-into-DL-PyTorch 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。 Jupyter Notebook 7092 2054
⬆️2 98 mit-deep-learning Tutorials, assignments, and competitions for MIT Deep Learning related courses. Jupyter Notebook 6899 1543
⬆️25 99 recommenders Best Practices on Recommendation Systems Jupyter Notebook 6899 977
🆕 100 Deep-Learning-with-TensorFlow-book 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework. Python 6771 1848
⬆️1 101 pytorch-book PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》) Jupyter Notebook 6685 2453
⬆️7 102 bert-as-service Mapping a variable-length sentence to a fixed-length vector using BERT model Python 6681 1357
🆕 103 streamlit Streamlit — The fastest way to build custom ML tools Python 6650 575
⬇️9 104 autokeras An AutoML system based on Keras Python 6561 1058
⬇️13 105 py-faster-rcnn Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version Python 6551 3875
⬆️13 106 pytorch_geometric Geometric Deep Learning Extension Library for PyTorch Python 6473 1036
⬇️3 107 Keras-GAN Keras implementations of Generative Adversarial Networks. Python 6450 2323
⬇️9 108 ludwig Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code. Python 6350 724
⬇️13 109 lab A customisable 3D platform for agent-based AI research C 6052 1222
⬇️7 110 deep-learning-models Keras code and weights files for popular deep learning models. Python 5959 1986
🆕 111 handson-ml2 A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2. Jupyter Notebook 5921 2144
⬇️6 112 tensorlayer Deep Learning and Reinforcement Learning Library for Scientists 🔥 Python 5876 1344
⬇️15 113 BossSensor Hide screen when boss is approaching. Python 5830 1091
⬇️4 114 text_classification all kinds of text classification models and more with deep learning Python 5794 2200
🆕 115 machine-learning-yearning-cn Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著 CSS 5770 1232
⬇️15 116 Swift-AI The Swift machine learning library. Swift 5666 549
⬆️8 117 python-machine-learning-book-2nd-edition The "Python Machine Learning (2nd edition)" book code repository and info resource Jupyter Notebook 5569 2288
⬇️13 118 awesome-rnn Recurrent Neural Network - A curated list of resources dedicated to RNN None 5559 1403
⬇️11 119 DeepLearningFlappyBird Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning). Python 5507 1808
⬇️13 120 SerpentAI Game Agent Framework. Helping you create AIs / Bots to play any game you own! Jupyter Notebook 5451 607
⬇️10 121 tensorflow_cookbook Code for Tensorflow Machine Learning Cookbook Jupyter Notebook 5438 2331
⬇️4 122 AdversarialNetsPapers The classical paper list with code about generative adversarial nets None 5356 1824
⬇️8 123 darkflow Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices Python 5328 1909
⬇️12 124 deepo Set up deep learning environment in a single command line. Python 5308 654
⬆️58 125 nni An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning. Python 5281 676
⬇️10 126 chainer A flexible framework of neural networks for deep learning Python 5274 1369
⬇️6 127 awesome-artificial-intelligence A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers None 5239 1117
⬇️5 128 tensorpack A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility Python 5213 1593
⬇️12 129 deep-residual-networks Deep Residual Learning for Image Recognition None 5193 2041
⬆️12 130 nlp-tutorial Natural Language Processing Tutorial for Deep Learning Researchers Jupyter Notebook 5176 1387
⬇️11 131 cnn-text-classification-tf Convolutional Neural Network for Text Classification in Tensorflow Python 5107 2620
⬇️19 132 neuraltalk NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences. Python 5086 1333
⬇️19 133 srez Image super-resolution through deep learning Python 5079 655
⬇️5 134 xlnet XLNet: Generalized Autoregressive Pretraining for Language Understanding Python 5046 976
⬇️13 135 tiny-dnn header only, dependency-free deep learning framework in C++14 C++ 4992 1284
🆕 136 incubator-tvm Open deep learning compiler stack for cpu, gpu and specialized accelerators Python 4966 1324
⬆️16 137 awesome-object-detection Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html None 4914 1474
⬆️16 138 PySyft A library for encrypted, privacy preserving machine learning Python 4819 1073
⬆️11 139 wav2letter Facebook AI Research's Automatic Speech Recognition Toolkit C++ 4806 767
⬇️4 140 deep-learning-coursera Deep Learning Specialization by Andrew Ng on Coursera. Jupyter Notebook 4773 3710
⬇️14 141 Paddle-Lite Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎） C++ 4770 993
⬇️14 142 TopDeepLearning A list of popular github projects related to deep learning Python 4764 970
⬆️2 143 faster-rcnn.pytorch A faster pytorch implementation of faster r-cnn Python 4764 1616
⬇️14 144 face_classification Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV. Python 4703 1388
⬇️19 145 keras-js Run Keras models in the browser, with GPU support using WebGL JavaScript 4685 507
⬆️2 146 photoprism Personal Photo Management powered by Go and Google TensorFlow Go 4623 258
⬇️13 147 h2o-3 Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc. Java 4580 1672
⬇️17 148 TensorFlow-World 🌎 Simple and ready-to-use tutorials for TensorFlow Python 4468 426
➖ 149 the-incredible-pytorch The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. None 4463 883
🆕 150 mediapipe MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines C++ 4458 785
⬇️12 151 keras-rl Deep Reinforcement Learning for Keras. Python 4445 1146
⬇️19 152 edward A probabilistic programming language in TensorFlow. Deep generative models, variational inference. Jupyter Notebook 4435 780
⬇️7 153 MMdnn MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML. Python 4421 839
⬇️22 154 amazon-dsstne Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models C++ 4408 762
🆕 155 TensorFlow-2.x-Tutorials TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。 Jupyter Notebook 4348 1415
🆕 156 albumentations fast image augmentation library and easy to use wrapper around other libraries Python 4336 576
⬆️9 157 Grokking-Deep-Learning this repository accompanies the book "Grokking Deep Learning" Jupyter Notebook 4313 926
⬇️21 158 machine-learning-mindmap A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. None 4309 762
⬇️8 159 pix2pixHD Synthesizing and manipulating 2048x1024 images with conditional GANs Python 4299 867
⬇️25 160 neurojs A JavaScript deep learning and reinforcement learning library. JavaScript 4291 365
⬆️34 161 pandas-profiling Create HTML profiling reports from pandas DataFrame objects Python 4290 588
⬆️5 162 PyTorch-Tutorial Build your neural network easy and fast Jupyter Notebook 4286 1984
⬇️3 163 machine_learning_examples A collection of machine learning examples and tutorials. Python 4232 4100
⬇️20 164 Realtime_Multi-Person_Pose_Estimation Code repo for realtime multi-person pose estimation in CVPR'17 (Oral) Jupyter Notebook 4190 1252
⬇️25 165 deeplearning-papernotes Summaries and notes on Deep Learning research papers None 4162 891
⬇️23 166 sketch-code Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images. Python 4148 534
⬇️8 167 serving A flexible, high-performance serving system for machine learning models C++ 4148 1663
⬇️6 168 graph_nets Build Graph Nets in Tensorflow Python 4127 612
⬇️22 169 tensorspace Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js JavaScript 4093 363
⬆️15 170 book 📚 All programming languages books None 4071 1492
🆕 171 seq2seq-couplet Play couplet with seq2seq model. 用深度学习对对联。 Python 4060 813
⬆️9 172 spinningup An educational resource to help anyone learn deep reinforcement learning. Python 4030 820
⬇️32 173 DeepLearningProject An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch. HTML 4028 614
⬇️13 174 stanford-cs-230-deep-learning VIP cheatsheets for Stanford's CS 230 Deep Learning None 4017 816
⬆️11 175 labelme Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation). Python 4000 1275
⬇️18 176 vrn 👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression" Shell 3951 659
🆕 177 dgl Python package built to ease deep learning on graph, on top of existing DL frameworks. Python 3944 656
⬇️26 178 learning-to-learn Learning to Learn in TensorFlow Python 3934 587
⬆️19 179 MVision 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 C++ 3914 1699
⬇️6 180 DeepPavlov An open source library for deep learning end-to-end dialog systems and chatbots. Python 3912 720
🆕 181 models Pre-trained and Reproduced Deep Learning Models （『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） Python 3910 1839
⬇️25 182 DIGITS Deep Learning GPU Training System HTML 3899 1386
⬆️7 183 carla Open-source simulator for autonomous driving research. C++ 3885 1058
⬇️29 184 DeepLearningTutorials Deep Learning Tutorial notes and code. See the wiki for more info. Python 3882 2137
⬇️21 185 DenseNet Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award). Lua 3833 923
⬇️30 186 neon Intel® Nervana™ reference deep learning framework committed to best performance on all hardware Python 3821 847
⬇️7 187 OpenNMT-py Open Source Neural Machine Translation in PyTorch Python 3802 1453
⬇️25 188 DeepLearningZeroToAll TensorFlow Basic Tutorial Labs Jupyter Notebook 3798 2394
🆕 189 d2l-en Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface. Python 3790 976
⬇️17 190 Augmentor Image augmentation library in Python for machine learning. Jupyter Notebook 3767 714
⬇️21 191 Deep-Learning-21-Examples 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码 Python 3750 1637
⬇️20 192 mace MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms. C++ 3735 662
⬇️17 193 Practical_RL A course in reinforcement learning in the wild Jupyter Notebook 3716 1082
⬇️29 194 dl-docker An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.) Python 3706 823
⬇️27 195 deep-learning-roadmap 📡 All You Need to Know About Deep Learning - A kick-starter Python 3680 565
⬇️21 196 SSD-Tensorflow Single Shot MultiBox Detector in TensorFlow Jupyter Notebook 3651 1779
⬇️28 197 MachineLearning Basic Machine Learning and Deep Learning Python 3648 2722
🆕 198 machine-learning-notes My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接 Jupyter Notebook 3612 1007
🆕 199 ML-NLP 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、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。 Jupyter Notebook 3603 1073
⬇️9 200 attention-is-all-you-need-pytorch A PyTorch implementation of the Transformer model in "Attention is All You Need". Python 3603 953
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