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: 09-07-2018 compared to 07-16-2018
Hint: This will be updated regularly.
| Pos1 | Name | Description | Language | Stars Today | Total Stars | |
|---|---|---|---|---|---|---|
| 🆕 | 1 | deepbayes-2018 | Seminars DeepBayes Summer School 2018 | Jupyter Notebook | 254 | 376 |
| 🆕 | 2 | 100-Days-Of-ML-Code | 100-Days-Of-ML-Code中文版 | Jupyter Notebook | 218 | 1642 |
| ⬆️13 | 3 | fastai | The fast.ai deep learning library, lessons, and tutorials | Jupyter Notebook | 66 | 7094 |
| 🆕 | 4 | HyperLandmark | 基于深度学习106点人脸标定算法 Open Source Face Landmark | C++ | 61 | 286 |
| 🆕 | 5 | AlphaPose | Real-Time Multi-Person Pose Estimation System | Jupyter Notebook | 61 | 1417 |
| 🆕 | 6 | models | The ONNX Model Zoo is a collection of pre-trained, state-of-the-art models in the ONNX format | Jupyter Notebook | 47 | 333 |
| 🆕 | 7 | 60_Days_RL_Challenge | Learn Deep Reinforcement Learning in depth in 60 days | Jupyter Notebook | 35 | 1748 |
| ⬇️4 | 8 | keras | Deep Learning for humans | Python | 30 | 33284 |
| ⬇️6 | 9 | TensorFlow-Examples | TensorFlow Tutorial and Examples for Beginners with Latest APIs | Jupyter Notebook | 29 | 24819 |
| ⬇️5 | 10 | pytorch | Tensors and Dynamic neural networks in Python with strong GPU acceleration | C++ | 28 | 18463 |
| 🆕 | 11 | DeepLearning_tutorials | The deeplearning algorithms implemented by tensorflow | Jupyter Notebook | 25 | 385 |
| ⬇️2 | 12 | deeplearningbook-chinese | Deep Learning Book Chinese Translation | TeX | 23 | 19736 |
| ⬇️7 | 13 | opencv | Open Source Computer Vision Library | C++ | 23 | 27462 |
| ⬆️56 | 14 | EffectiveTensorflow | TensorFlow tutorials and best practices. | None | 21 | 7663 |
| ⬇️8 | 15 | openpose | OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation | C++ | 20 | 8817 |
| ⬇️5 | 16 | Mask_RCNN | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | Python | 19 | 7473 |
| ⬆️36 | 17 | sketch-code | Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images. | Python | 19 | 1744 |
| ⬇️10 | 18 | Detectron | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | Python | 19 | 16118 |
| 🆕 | 19 | Pix2Pix | Real-time pix2pix implementation with Unity | C# | 17 | 260 |
| 🆕 | 20 | kafka-streams-machine-learning-examples | This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, DeepLearning4 and other technologies. | Java | 17 | 238 |
| 🆕 | 21 | ML-From-Scratch | Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning. | Python | 17 | 9992 |
| ⬆️8 | 22 | TensorFlow-Tutorials | TensorFlow Tutorials with YouTube Videos | Jupyter Notebook | 16 | 5247 |
| ⬆️1 | 23 | tfjs | A WebGL accelerated JavaScript library for training and deploying ML models. | JavaScript | 16 | 8869 |
| ⬇️7 | 24 | Deep-Learning-Papers-Reading-Roadmap | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | Python | 16 | 19091 |
| ⬆️25 | 25 | DeepSpeech | A TensorFlow implementation of Baidu's DeepSpeech architecture | C++ | 16 | 7722 |
| ⬆️9 | 26 | 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 | 15 | 9261 |
| ⬆️60 | 27 | awesome-deep-learning-papers | The most cited deep learning papers | TeX | 15 | 16135 |
| ➖ | 28 | ml-agents | Unity Machine Learning Agents Toolkit | C# | 14 | 3823 |
| ⬇️11 | 29 | horovod | Distributed training framework for TensorFlow, Keras, and PyTorch. | C++ | 14 | 3654 |
| ⬆️16 | 30 | awesome-object-detection | Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html | None | 14 | 1322 |
| ⬆️3 | 31 | mit-deep-learning-book-pdf | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville | Java | 14 | 3771 |
| ⬆️4 | 32 | tvm | Open deep learning compiler stack for cpu, gpu and specialized accelerators | C++ | 13 | 1954 |
| 🆕 | 33 | autokeras | accessible AutoML for deep learning. | Python | 13 | 3013 |
| ⬆️2 | 34 | tvm | Open deep learning compiler stack for cpu, gpu and specialized accelerators | C++ | 13 | 1954 |
| ⬇️21 | 35 | 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 | 12 | 13686 |
| ⬆️8 | 36 | deep-learning-with-python-notebooks | Jupyter notebooks for the code samples of the book "Deep Learning with Python" | Jupyter Notebook | 12 | 4211 |
| ⬆️25 | 37 | allennlp | An open-source NLP research library, built on PyTorch. | Python | 12 | 3186 |
| ⬆️11 | 38 | stanford-tensorflow-tutorials | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. | Python | 12 | 7081 |
| 🆕 | 39 | AiLearning | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | Python | 12 | 5819 |
| ⬇️39 | 40 | deep-reinforcement-learning | Repo for the Deep Reinforcement Learning Nanodegree program | Jupyter Notebook | 11 | 1399 |
| ⬇️20 | 41 | caffe | Caffe: a fast open framework for deep learning. | C++ | 11 | 25466 |
| 🆕 | 42 | pix2pix | Image-to-image translation with conditional adversarial nets | Lua | 10 | 5163 |
| ⬆️13 | 43 | 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++ | 10 | 1980 |
| ⬇️21 | 44 | spaCy | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | Python | 10 | 10604 |
| ⬇️19 | 45 | labelImg | 🤘 LabelImg is a graphical image annotation tool and label object bounding boxes in images | Python | 10 | 4434 |
| 🆕 | 46 | CatPapers | Cool vision, learning, and graphics papers on Cats! | HTML | 10 | 604 |
| ⬇️28 | 47 | pytorch-CycleGAN-and-pix2pix | Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more) | Python | 9 | 5107 |
| 🆕 | 48 | py-faster-rcnn | Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | Python | 9 | 4762 |
| ⬇️37 | 49 | facenet | Face recognition using Tensorflow | Python | 9 | 5659 |
| ⬇️41 | 50 | darknet | Convolutional Neural Networks | C | 9 | 9378 |
| ⬇️38 | 51 | 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 | C++ | 9 | 15157 |
| ⬇️20 | 52 | lectures | Oxford Deep NLP 2017 course | None | 9 | 12547 |
| 🆕 | 53 | onnx | Open Neural Network Exchange | PureBasic | 8 | 4176 |
| 🆕 | 54 | Awesome-pytorch-list | A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. | None | 8 | 2021 |
| 🆕 | 55 | learnopencv | Learn OpenCV : C++ and Python Examples | Jupyter Notebook | 8 | 2807 |
| 🆕 | 56 | deep-learning-models | Keras code and weights files for popular deep learning models. | Python | 8 | 3995 |
| ⬇️28 | 57 | tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | Python | 8 | 4933 |
| 🆕 | 58 | Awesome-pytorch-list | A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. | None | 8 | 2021 |
| ⬆️2 | 59 | text_classification | all kinds of text classificaiton models and more with deep learning | Python | 8 | 2692 |
| 🆕 | 60 | Face-Pose-Net | Estimate 3D face pose by a Convolutional Neural Network | Python | 8 | 241 |
| 🆕 | 61 | MVision | 机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为检测 opencv PCL 双目视觉 | C++ | 8 | 341 |
| ⬇️31 | 62 | machine-learning-for-software-engineers | A complete daily plan for studying to become a machine learning engineer. | None | 8 | 19847 |
| ⬆️10 | 63 | Qix | Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang | None | 8 | 11588 |
| ⬆️1 | 64 | awesome-datascience | 📝 An awesome Data Science repository to learn and apply for real world problems. | None | 8 | 8561 |
| 🆕 | 65 | cheatsheets-ai | Essential Cheat Sheets for deep learning and machine learning researchers | None | 8 | 10150 |
| ⬇️51 | 66 | pytorch-tutorial | PyTorch Tutorial for Deep Learning Researchers | Python | 8 | 7005 |
| 🆕 | 67 | faster-rcnn.pytorch | A faster pytorch implementation of faster r-cnn | Python | 7 | 1782 |
| 🆕 | 68 | faster-rcnn.pytorch | A faster pytorch implementation of faster r-cnn | Python | 7 | 1782 |
| ⬇️17 | 69 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation | Jupyter Notebook | 7 | 2110 |
| 🆕 | 70 | DeepPavlov | An open source library for deep learning end-to-end dialog systems and chatbots. | Python | 7 | 2094 |
| 🆕 | 71 | DeepPavlov | An open source library for deep learning end-to-end dialog systems and chatbots. | Python | 7 | 2094 |
| ⬇️20 | 72 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation | Jupyter Notebook | 7 | 2110 |
| 🆕 | 73 | daily-paper-computer-vision | 记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文 | None | 7 | 1078 |
| 🆕 | 74 | MachineLearning | Machine learning resources | None | 7 | 1466 |
| ⬇️37 | 75 | tensorpack | A Neural Net Training Interface on TensorFlow | Python | 7 | 2792 |
| 🆕 | 76 | human-pose-estimation.pytorch | The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)" | Python | 6 | 345 |
| 🆕 | 77 | EAST | A tensorflow implementation of EAST text detector | C++ | 6 | 953 |
| 🆕 | 78 | GibsonEnv | Gibson Environments: Real-World Perception for Embodied Agents | C | 6 | 257 |
| 🆕 | 79 | labelme | Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation). | Python | 6 | 1138 |
| 🆕 | 80 | Learn_Deep_Learning_in_6_Weeks | This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube | None | 6 | 1762 |
| 🆕 | 81 | keras-rl | Deep Reinforcement Learning for Keras. | Python | 6 | 2957 |
| 🆕 | 82 | DenseNet | Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award). | Lua | 6 | 2830 |
| 🆕 | 83 | face-alignment | 🔥 2D and 3D Face alignment library build using pytorch | Python | 6 | 1964 |
| ⬆️7 | 84 | Machine-Learning-Tutorials | machine learning and deep learning tutorials, articles and other resources | None | 6 | 7940 |
| 🆕 | 85 | Ad-papers | Papers on Computational Advertising | Python | 6 | 748 |
| 🆕 | 86 | fast-style-transfer | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | Python | 6 | 6574 |
| 🆕 | 87 | HyperLPR | 基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework. | C++ | 6 | 1078 |
| 🆕 | 88 | DeepMoji | State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc. | Python | 6 | 619 |
| 🆕 | 89 | dlib | A toolkit for making real world machine learning and data analysis applications in C++ | C++ | 6 | 5662 |
| 🆕 | 90 | zhihu | This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code. | Jupyter Notebook | 5 | 1302 |
| ⬇️44 | 91 | awesome-deep-vision | A curated list of deep learning resources for computer vision | None | 5 | 7209 |
| 🆕 | 92 | Deep_reinforcement_learning_Course | Implementations from the free course Deep Reinforcement Learning with Tensorflow | Jupyter Notebook | 5 | 474 |
| 🆕 | 93 | awesome-nlp | 📖 A curated list of resources dedicated to Natural Language Processing (NLP) | None | 5 | 6497 |
| 🆕 | 94 | ray | A high-performance distributed execution engine | Python | 5 | 4152 |
| 🆕 | 95 | deepo | A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment. | Python | 5 | 4170 |
| 🆕 | 96 | DALI | A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications | C++ | 5 | 618 |
| ⬇️16 | 97 | deep-learning-papers-translation | 深度学习论文翻译，包括分类论文，检测论文等 | None | 5 | 868 |
| 🆕 | 98 | the-incredible-pytorch | The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. | None | 5 | 2768 |
| 🆕 | 99 | Screenshot-to-code-in-Keras | A neural network that transforms a screenshot into a static website | Jupyter Notebook | 5 | 10641 |
| 🆕 | 100 | AI4Animation | Character Animation in Unity 3D using Deep Learning and Artificial Intelligence | C++ | 5 | 1162 |