Here's a list of top 100 deep learning Github trending repositories sorted by the number of stars gained on a specific day. 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"
Repositories with 50000 stars or more are excluded.
Top deep learning Github repositories can be found here.
Date: 07-16-2018 compared to 06-10-2018
Hint: This will be updated regularly.
| Pos1 | Name | Description | Language | Stars Today | Total Stars | |
|---|---|---|---|---|---|---|
| 🆕 | 1 | deep-reinforcement-learning | Repo for the Deep Reinforcement Learning Nanodegree program | Jupyter Notebook | 38 | 1035 |
| 🆕 | 2 | Grokking-Deep-Learning | this repository accompanies my forthcoming book "Grokking Deep Learning" | Jupyter Notebook | 35 | 333 |
| ⬆️2 | 3 | TensorFlow-Examples | TensorFlow Tutorial and Examples for Beginners with Latest APIs | Jupyter Notebook | 32 | 23566 |
| ⬇️2 | 4 | keras | Deep Learning for humans | Python | 31 | 31625 |
| ⬇️1 | 5 | pytorch | Tensors and Dynamic neural networks in Python with strong GPU acceleration | C++ | 29 | 17136 |
| ⬇️3 | 6 | opencv | Open Source Computer Vision Library | C++ | 26 | 26183 |
| ⬆️10 | 7 | openpose | OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation | C++ | 24 | 8093 |
| ⬆️45 | 8 | Detectron | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | Python | 22 | 15212 |
| ⬆️2 | 9 | darknet | Convolutional Neural Networks | C | 22 | 8657 |
| ⬇️1 | 10 | deeplearningbook-chinese | Deep Learning Book Chinese Translation | TeX | 21 | 18729 |
| ⬆️26 | 11 | Mask_RCNN | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | Python | 18 | 6635 |
| ⬆️62 | 12 | facenet | Face recognition using Tensorflow | Python | 17 | 5168 |
| 🆕 | 13 | 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 | 16 | 14514 |
| ⬆️34 | 14 | 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 | 14 | 13169 |
| ⬇️2 | 15 | pytorch-tutorial | PyTorch Tutorial for Deep Learning Researchers | Python | 14 | 6447 |
| ⬇️6 | 16 | fastai | The fast.ai deep learning library, lessons, and tutorials | Jupyter Notebook | 14 | 5867 |
| ⬆️21 | 17 | Deep-Learning-Papers-Reading-Roadmap | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | Python | 13 | 18131 |
| ⬆️29 | 18 | horovod | Distributed training framework for TensorFlow, Keras, and PyTorch. | C++ | 13 | 3159 |
| ⬆️16 | 19 | pytorch-CycleGAN-and-pix2pix | Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more) | Python | 13 | 4623 |
| 🆕 | 20 | machine-learning-yearning-cn | Machine Learning Yearning 中文版官方授权翻译 | CSS | 12 | 207 |
| ⬇️13 | 21 | caffe | Caffe: a fast open framework for deep learning. | C++ | 12 | 24865 |
| 🆕 | 22 | mace | MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms. | C++ | 12 | 2125 |
| ⬇️3 | 23 | spaCy | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | Python | 12 | 9887 |
| ⬇️17 | 24 | tfjs | A WebGL accelerated JavaScript library for training and deploying ML models. | JavaScript | 12 | 8185 |
| 🆕 | 25 | albumentations | fast image augmentation library and easy to use wrapper around other libraries | Jupyter Notebook | 12 | 302 |
| ⬆️42 | 26 | labelImg | 🤘 LabelImg is a graphical image annotation tool and label object bounding boxes in images | Python | 12 | 3932 |
| 🆕 | 27 | frugally-deep | Header-only library for using Keras models in C++. | C++ | 12 | 243 |
| 🆕 | 28 | ml-agents | Unity Machine Learning Agents Toolkit | C# | 11 | 3457 |
| 🆕 | 29 | tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | Python | 11 | 4484 |
| ⬇️16 | 30 | TensorFlow-Tutorials | TensorFlow Tutorials with YouTube Videos | Jupyter Notebook | 11 | 4716 |
| ⬇️7 | 31 | machine-learning-for-software-engineers | A complete daily plan for studying to become a machine learning engineer. | None | 11 | 19233 |
| ⬆️17 | 32 | lectures | Oxford Deep NLP 2017 course | None | 11 | 12182 |
| ⬆️29 | 33 | DeepLearning.ai-Summary | This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too. | Python | 10 | 1215 |
| ⬇️18 | 34 | mit-deep-learning-book-pdf | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville | Java | 10 | 3328 |
| ⬇️17 | 35 | 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 | 10 | 8385 |
| ⬆️61 | 36 | tvm | Open deep learning compiler stack for cpu, gpu and specialized accelerators | C++ | 10 | 1696 |
| ⬆️15 | 37 | gluon-tutorials-zh | 通过 MXNet / Gluon 来动手学习深度学习 | Python | 9 | 2685 |
| 🆕 | 38 | tensorpack | A Neural Net Training Interface on TensorFlow | Python | 9 | 2428 |
| 🆕 | 39 | light_head_rcnn | Light-Head R-CNN | Jupyter Notebook | 9 | 458 |
| 🆕 | 40 | CNTK | Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit | C++ | 9 | 14807 |
| ⬇️7 | 41 | tensorflow_cookbook | Code for Tensorflow Machine Learning Cookbook | Jupyter Notebook | 9 | 3400 |
| 🆕 | 42 | text-classification-cnn-rnn | CNN-RNN中文文本分类，基于TensorFlow | Python | 9 | 887 |
| ⬆️28 | 43 | OpenNMT-py | Open Source Neural Machine Translation in PyTorch | Python | 8 | 1638 |
| ⬇️14 | 44 | deep-learning-with-python-notebooks | Jupyter notebooks for the code samples of the book "Deep Learning with Python" | Jupyter Notebook | 8 | 3813 |
| 🆕 | 45 | 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 | 8 | 1899 |
| ⬆️36 | 46 | awesome-object-detection | Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html | None | 8 | 934 |
| ⬆️13 | 47 | awesome-deep-vision | A curated list of deep learning resources for computer vision | None | 8 | 6970 |
| 🆕 | 48 | convnetjs | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. | JavaScript | 8 | 9193 |
| 🆕 | 49 | stanford-tensorflow-tutorials | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. | Python | 8 | 6717 |
| ⬇️35 | 50 | DeepSpeech | A TensorFlow implementation of Baidu's DeepSpeech architecture | C++ | 8 | 7266 |
| 🆕 | 51 | deeplearning4j | Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark - From Skymind | Java | 8 | 9322 |
| ⬇️9 | 52 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation | Jupyter Notebook | 8 | 1728 |
| ⬆️17 | 53 | sketch-code | Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images. | Python | 7 | 1618 |
| 🆕 | 54 | deep-trading-agent | Deep Reinforcement Learning based Trading Agent for Bitcoin | Python | 7 | 295 |
| ⬆️41 | 55 | Tensorflow-Tutorial | Tensorflow tutorial from basic to hard | Python | 7 | 1904 |
| 🆕 | 56 | opencv4nodejs | Asynchronous OpenCV 3.x nodejs bindings with JavaScript and TypeScript API, with examples for: Face Detection, Machine Learning, Deep Neural Nets, Hand Gesture Recognition, Object Tracking, Feature Matching, Image Histogram | C++ | 7 | 1767 |
| 🆕 | 57 | darts | Differentiable architecture search for convolutional and recurrent networks | Python | 7 | 1133 |
| 🆕 | 58 | fashion-mnist | A MNIST-like fashion product database. Benchmark 👉 | Python | 7 | 3671 |
| 🆕 | 59 | mxnet-the-straight-dope | An interactive book on deep learning. Much easy, so MXNet. Wow. | Jupyter Notebook | 7 | 1950 |
| 🆕 | 60 | mobile-semantic-segmentation | Real-Time Semantic Segmentation in Mobile device | Python | 7 | 242 |
| ⬆️18 | 61 | text_classification | all kinds of text classificaiton models and more with deep learning | Python | 7 | 2322 |
| ⬆️16 | 62 | allennlp | An open-source NLP research library, built on PyTorch. | Python | 7 | 2669 |
| 🆕 | 63 | ncnn | ncnn is a high-performance neural network inference framework optimized for the mobile platform | C | 7 | 4164 |
| ⬇️9 | 64 | openface | Face recognition with deep neural networks. | Lua | 7 | 10375 |
| ⬇️26 | 65 | awesome-datascience | 📝 An awesome Data Science repository to learn and apply for real world problems. | None | 7 | 8264 |
| ⬇️40 | 66 | face_classification | Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV. | Python | 7 | 2920 |
| 🆕 | 67 | caffe2 | Caffe2 is a lightweight, modular, and scalable deep learning framework. | C++ | 7 | 8157 |
| ⬇️7 | 68 | awesome-deep-learning | A curated list of awesome Deep Learning tutorials, projects and communities. | None | 7 | 9306 |
| 🆕 | 69 | tf-pose-estimation | Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. | PureBasic | 7 | 1046 |
| 🆕 | 70 | EffectiveTensorflow | TensorFlow tutorials and best practices. | None | 7 | 7440 |
| 🆕 | 71 | Tensorflow-Project-Template | A best practice for tensorflow project template architecture. | Python | 6 | 2164 |
| 🆕 | 72 | siamese-triplet | Siamese and triplet networks with online pair/triplet mining in PyTorch | Python | 6 | 348 |
| 🆕 | 73 | Qix | Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang | None | 6 | 11389 |
| 🆕 | 74 | SSD-Tensorflow | Single Shot MultiBox Detector in TensorFlow | Jupyter Notebook | 6 | 2039 |
| ⬇️31 | 75 | cnn-text-classification-tf | Convolutional Neural Network for Text Classification in Tensorflow | Python | 6 | 3591 |
| 🆕 | 76 | tfjs-core | WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. | TypeScript | 6 | 7730 |
| ⬇️49 | 77 | CycleGAN | Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more. | Lua | 6 | 6627 |
| ⬆️10 | 78 | Deep-Learning-for-Recommendation-Systems | This repository contains Deep Learning based articles , paper and repositories for Recommender Systems | None | 6 | 1136 |
| 🆕 | 79 | FastPhotoStyle | Style transfer, deep learning, feature transform | Python | 6 | 8381 |
| 🆕 | 80 | PyTorch-NLP | Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers) | Python | 6 | 945 |
| 🆕 | 81 | deep-learning-papers-translation | 深度学习论文翻译，包括分类论文，检测论文等 | None | 6 | 426 |
| 🆕 | 82 | pytorch-cnn-visualizations | Pytorch implementation of convolutional neural network visualization techniques | Python | 6 | 660 |
| 🆕 | 83 | DeepLearningZeroToAll | TensorFlow Basic Tutorial Labs | Jupyter Notebook | 6 | 2533 |
| ⬆️1 | 84 | Personae | 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading. | Python | 6 | 531 |
| ⬇️62 | 85 | machine-learning-notes | My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接 | Jupyter Notebook | 6 | 1041 |
| 🆕 | 86 | carla | Open-source simulator for autonomous driving research. | C++ | 6 | 1482 |
| ⬇️75 | 87 | awesome-deep-learning-papers | The most cited deep learning papers | TeX | 6 | 15400 |
| ⬆️4 | 88 | nlp-architect | NLP Architect by Intel AI Lab: Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding | Python | 6 | 1401 |
| 🆕 | 89 | pointnet | PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation | Python | 6 | 1058 |
| 🆕 | 90 | book | 📚 All programming languages books | None | 6 | 695 |
| ⬇️33 | 91 | Machine-Learning-Tutorials | machine learning and deep learning tutorials, articles and other resources | None | 6 | 7672 |
| ⬇️29 | 92 | deep-learning | Repo for the Deep Learning Nanodegree Foundations program. | Jupyter Notebook | 5 | 2354 |
| ⬇️72 | 93 | Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials | A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀) | Python | 5 | 1089 |
| 🆕 | 94 | crnn | Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition. | Lua | 5 | 882 |
| 🆕 | 95 | decaNLP | The Natural Language Decathlon: A Multitask Challenge for NLP | Python | 5 | 889 |
| ⬇️24 | 96 | fastai_deeplearn_part1 | Notes for Fastai Deep Learning Course | Jupyter Notebook | 5 | 667 |
| ⬇️61 | 97 | 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 | 5 | 1836 |
| 🆕 | 98 | ssd.pytorch | A PyTorch Implementation of Single Shot MultiBox Detector | Python | 5 | 1005 |
| 🆕 | 99 | MUNIT | Multimodal Unsupervised Image-to-Image Translation | Python | 5 | 1013 |
| 🆕 | 100 | CNN_sentence | CNNs for sentence classification | Python | 5 | 1464 |
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