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Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

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Trending deep learning Github repositories

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 40000 stars or more are excluded.

Top deep learning Github repositories can be found here.

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

Note: This will be updated regularly.

Pos1 Name Description Language Stars Today Total Stars
🆕 1 spinningup An educational resource to help anyone learn deep reinforcement learning. Python 53 4030
⬆️2 2 Real-Time-Voice-Cloning Clone a voice in 5 seconds to generate arbitrary speech in real-time Python 18 15014
🆕 3 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 17 6771
⬆️15 4 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 16 10248
⬆️1 5 DeepFaceLab DeepFaceLab is the leading software for creating deep fakes. Python 15 12237
🆕 6 pytorch3d PyTorch3d is FAIR's library of reusable components for deep learning with 3D data. Python 15 544
🆕 7 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 15 7092
🆕 8 thinc 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries Python 15 1683
⬆️15 9 pytorch-tutorial PyTorch Tutorial for Deep Learning Researchers Python 14 15314
⬆️39 10 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 14 5921
⬆️3 11 pytorch Tensors and Dynamic neural networks in Python with strong GPU acceleration C++ 14 35719
⬆️35 12 pytorch_geometric Geometric Deep Learning Extension Library for PyTorch Python 11 6473
⬇️11 13 faceswap Deepfakes Software For All Python 11 28863
🆕 14 streamlit Streamlit — The fastest way to build custom ML tools Python 11 6650
🆕 15 nni An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning. Python 11 5281
🆕 16 yolov3 YOLOv3 in PyTorch > ONNX > CoreML > iOS Jupyter Notebook 10 3400
🆕 17 book 📚 All programming languages books None 10 4071
⬆️28 18 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 10 10163
⬆️13 19 TensorFlow-Examples TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) Jupyter Notebook 9 36173
⬆️11 20 tfjs A WebGL accelerated JavaScript library for training and deploying ML models. TypeScript 9 12566
🆕 21 carla Open-source simulator for autonomous driving research. C++ 9 3885
⬇️2 22 Mask_RCNN Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow Python 9 15583
🆕 23 jetson-inference Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson. C++ 9 2636
⬆️35 24 awesome-deep-learning A curated list of awesome Deep Learning tutorials, projects and communities. None 8 14565
🆕 25 catalyst Accelerated DL & RL Python 8 1544
⬆️62 26 awesome-project-ideas Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas None 8 3381
⬇️2 27 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 8 15910
⬇️12 28 pandas-profiling Create HTML profiling reports from pandas DataFrame objects Python 8 4290
⬇️17 29 AiLearning AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP Python 8 22923
🆕 30 spleeter Deezer source separation library including pretrained models. Python 7 9752
🆕 31 pytorch-lightning The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate Python 7 3512
🆕 32 photoprism Personal Photo Management powered by Go and Google TensorFlow Go 7 4623
⬇️22 33 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 7 18622
🆕 34 Deep-Learning-Papers-Reading-Roadmap Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! Python 7 25457
35 deeplearning-models A collection of various deep learning architectures, models, and tips Jupyter Notebook 7 11482
🆕 36 trax Trax — your path to advanced deep learning Jupyter Notebook 7 1649
🆕 37 practicalAI 📚 A practical approach to machine learning. Jupyter Notebook 7 23437
🆕 38 fashion-mnist A MNIST-like fashion product database. Benchmark 👉 Python 6 7160
⬆️61 39 mit-deep-learning Tutorials, assignments, and competitions for MIT Deep Learning related courses. Jupyter Notebook 6 6899
🆕 40 label-studio Label Studio is a multi-type data labeling and annotation tool with standardized output format JavaScript 6 2379
🆕 41 ASRT_SpeechRecognition A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统 Python 6 2437
🆕 42 nlp_overview Overview of Modern Deep Learning Techniques Applied to Natural Language Processing CSS 6 844
⬆️8 43 machine-learning-for-software-engineers A complete daily plan for studying to become a machine learning engineer. None 6 23326
🆕 44 spaCy 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython Python 6 15643
⬆️42 45 facenet Face recognition using Tensorflow Python 6 9965
⬆️33 46 stanford-cs-229-machine-learning VIP cheatsheets for Stanford's CS 229 Machine Learning None 6 9888
⬆️7 47 dlaicourse Notebooks for learning deep learning Jupyter Notebook 5 2184
⬆️16 48 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 5 6350
⬆️9 49 autokeras An AutoML system based on Keras Python 5 6561
🆕 50 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 5 3910
🆕 51 Keras-GAN Keras implementations of Generative Adversarial Networks. Python 5 6450
⬆️19 52 dgl Python package built to ease deep learning on graph, on top of existing DL frameworks. Python 5 3944
⬇️17 53 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 5 4348
🆕 54 awesome-artificial-intelligence A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers None 5 5239
⬆️38 55 deep-learning-coursera Deep Learning Specialization by Andrew Ng on Coursera. Jupyter Notebook 5 4773
⬆️30 56 nlp-tutorial Natural Language Processing Tutorial for Deep Learning Researchers Jupyter Notebook 5 5176
🆕 57 deep-learning-with-python-notebooks Jupyter notebooks for the code samples of the book "Deep Learning with Python" Jupyter Notebook 5 9350
🆕 58 PySyft A library for encrypted, privacy preserving machine learning Python 5 4819
🆕 59 char-rnn Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch Lua 5 9953
⬆️21 60 deeplearningbook-chinese Deep Learning Book Chinese Translation TeX 5 27753
⬇️51 61 fastai The fastai deep learning library, plus lessons and tutorials Jupyter Notebook 5 17001
🆕 62 DeepSpeech A TensorFlow implementation of Baidu's DeepSpeech architecture C++ 5 12951
⬇️15 63 darknet Convolutional Neural Networks C 5 16203
⬇️23 64 openpose OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation C++ 5 15825
🆕 65 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++ 4 3914
🆕 66 Dive-into-DL-TensorFlow2.0 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 Jupyter Notebook 4 1773
🆕 67 Practical_RL A course in reinforcement learning in the wild Jupyter Notebook 4 3716
⬆️30 68 Awesome-PyTorch-Chinese 【干货】史上最全的PyTorch学习资源汇总 Python 4 1932
🆕 69 ICCV2019-LearningToPaint ICCV2019 - A painting AI that can reproduce paintings stroke by stroke using deep reinforcement learning. Python 4 1583
⬇️5 70 d2l-en Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface. Python 4 3790
⬇️4 71 Stock-Prediction-Models Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations Jupyter Notebook 4 1408
🆕 72 deeplearning4j Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark Java 4 11454
⬇️16 73 bert-as-service Mapping a variable-length sentence to a fixed-length vector using BERT model Python 4 6681
🆕 74 Deep-learning-books Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。 None 4 730
⬇️1 75 labelImg 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images Python 4 9635
🆕 76 stanford-cs-230-deep-learning VIP cheatsheets for Stanford's CS 230 Deep Learning None 4 4017
⬆️8 77 mit-deep-learning-book-pdf MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville Java 4 7534
⬆️16 78 machine_learning_examples A collection of machine learning examples and tutorials. Python 4 4232
🆕 79 albumentations fast image augmentation library and easy to use wrapper around other libraries Python 4 4336
⬇️73 80 mediapipe MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines C++ 4 4458
🆕 81 the-incredible-pytorch The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. None 4 4463
🆕 82 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 4 17947
⬇️5 83 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 4 18344
🆕 84 face_classification Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV. Python 4 4703
⬇️32 85 caffe Caffe: a fast open framework for deep learning. C++ 4 29775
🆕 86 wav2letter Facebook AI Research's Automatic Speech Recognition Toolkit C++ 4 4806
🆕 87 seq2seq-couplet Play couplet with seq2seq model. 用深度学习对对联。 Python 4 4060
🆕 88 open_model_zoo Pre-trained Deep Learning models and samples (high quality and extremely fast) Python 4 1709
🆕 89 ml-agents Unity Machine Learning Agents Toolkit Python 4 7685
⬇️10 90 DeepLearningExamples Deep Learning Examples Jupyter Notebook 4 3060
🆕 91 deep-high-resolution-net.pytorch The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation" Cuda 4 2177
🆕 92 awesome-mlss List of summer schools in machine learning + related fields across the globe None 4 621
⬇️23 93 DeepLearning 深度学习入门教程&&优秀文章&&Deep Learning Tutorial Jupyter Notebook 4 2308
⬆️1 94 horovod Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. Python 4 8517
🆕 95 deep-learning-v2-pytorch Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101 Jupyter Notebook 4 2733
🆕 96 cortex Deploy machine learning models in production Go 4 2848
🆕 97 pytorch-summary Model summary in PyTorch similar to model.summary() in Keras Python 4 1952
🆕 98 pwnagotchi (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning. JavaScript 4 3162
🆕 99 cvat Powerful and efficient Computer Vision Annotation Tool (CVAT) Python 3 3074
⬇️56 100 AI-Job-Notes 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) None 3 1857