Top TensorFlow repositories

Biggest movers this week

git clone https://github.com/charliedream1/ai_quant_trade.git

git clone https://github.com/flwrlabs/flower.git

git clone https://github.com/aymericdamien/TopDeepLearning.git

git clone https://github.com/yandexdataschool/Practical_RL.git

git clone https://github.com/Xtremilicious/projectlearn-project-based-learning.git

git clone https://github.com/MITDeepLearning/introtodeeplearning.git

Top 78 on the Elo ladder

1. #132
   tensorflow/tensorflow

   An Open Source Machine Learning Framework for Everyone

   • Diamond I

   2,193 Elo −31201kC++
2. #549
   blakeblackshear/frigate

   NVR with realtime local object detection for IP cameras

   • Diamond IV

   1,957 Elo −1837.4kPython
3. #732
   roboflow/supervision

   We write your reusable computer vision tools. 💜

   • Emerald I

   1,910 Elo −2551.6kPython
4. #836
   ray-project/ray

   Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML…

   • Emerald I

   1,888 Elo −2244.2kPython
5. #1,206
   microsoft/onnxruntime

   ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

   • Emerald III

   1,826 Elo −1622.3kC++
6. #1,407
   d2l-ai/d2l-en

   Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70…

   • Emerald IV

   1,796 Elo −2330kPython
7. #1,517
   keras-team/keras

   Deep Learning for humans

   • Emerald IV

   1,782 Elo −5964.4kPython
8. #1,668
   CorentinJ/Real-Time-Voice-Cloning

   Clone a voice in 5 seconds to generate arbitrary speech in real-time

   • Emerald V

   1,765 Elo −7660.2kPython
9. #1,687
   photoprism/photoprism

   AI-Powered Photos App 🌈💎✨

   • Emerald V

   1,763 Elo −2540.4kGo
10. #1,771
    huggingface/datasets

    🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

    • Platinum I

    1,752 Elo −422.1kPython
11. #1,793
    lutzroeder/netron

    Visualizer for neural network, deep learning and machine learning models

    • Platinum I

    1,750 Elo −3133.6kJavaScript
12. #1,872
    onnx/onnx

    Open standard for machine learning interoperability

    • Platinum I

    1,742 Elo −3321.6kPython
13. #2,098
    Tencent/ncnn

    ncnn is a high-performance neural network inference framework optimized for the mobile platform

    • Platinum II

    1,717 Elo −624kC++
14. #2,314
    DataTalksClub/machine-learning-zoomcamp

    Learn ML engineering for free in 4 months! Register here 👇🏼

    • Platinum III

    1,694 Elo +214.9kJupyter Notebook
15. #2,329
    donnemartin/data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark…

    • Platinum III

    1,693 Elo −5529.3kPython
16. #2,366
    alyssaxuu/screenity

    The free and privacy-friendly screen recorder with no limits 🎥

    • Platinum III

    1,689 Elo −6518.9kJavaScript
17. #2,447
    aymericdamien/TensorFlow-Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

    • Platinum III

    1,681 Elo −6543.7kJupyter Notebook
18. #2,464
    deezer/spleeter

    Deezer source separation library including pretrained models.

    • Platinum III

    1,679 Elo −1828.5kPython
19. #2,767
    xitu/gold-miner

    🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

    • Platinum IV

    1,655 Elo −9634.3k
20. #2,815
    matterport/Mask_RCNN

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

    • Platinum IV

    1,651 Elo −7325.5kPython
21. #2,905
    ageron/handson-ml

    ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

    • Platinum V

    1,644 Elo −9325.6kJupyter Notebook
22. #3,054
    isl-org/Open3D

    Open3D: A Modern Library for 3D Data Processing

    • Platinum V

    1,633 Elo +1114.2kC++
23. #3,116
    lukasmasuch/best-of-ml-python

    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

    • Platinum V

    1,628 Elo −4223.8k
24. #3,190
    google-research/bert

    TensorFlow code and pre-trained models for BERT

    • Gold I

    1,624 Elo −4340kPython
25. #3,401
    MLEveryday/100-Days-Of-ML-Code

    100-Days-Of-ML-Code中文版

    • Gold I

    1,611 Elo −7622.2kPython
26. #3,425
    Mikoto10032/DeepLearning

    深度学习入门教程, 优秀文章, Deep Learning Tutorial

    • Gold I

    1,610 Elo −6217.8kJupyter Notebook
27. #3,545
    kubeflow/kubeflow

    The Cloud Native AI Platform

    • Gold II

    1,602 Elo −415.9k
28. #3,610
    mozilla/DeepSpeech

    DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices…

    • Gold II

    1,598 Elo −3626.7kC++
29. #3,933
    justadudewhohacks/face-api.js

    JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

    • Gold III

    1,577 Elo −3217.9kTypeScript
30. #4,028
    MorvanZhou/tutorials

    机器学习相关教程

    • Gold III

    1,572 Elo −3013.1kPython
31. #4,048
    MITDeepLearning/introtodeeplearning

    Lab Materials for MIT 6.S191: Introduction to Deep Learning

    • Gold III

    1,571 Elo +168.8kJupyter Notebook
32. #4,224
    tangyudi/Ai-Learn

    人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow…

    • Gold III

    1,561 Elo −413.4k
33. #4,361
    NVIDIA/DeepLearningExamples

    State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and…

    • Gold IV

    1,553 Elo −1414.8kJupyter Notebook
34. #4,651
    greyhatguy007/Machine-Learning-Specialization-Coursera

    Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai -…

    • Gold V

    1,537 Elo −148.1kJupyter Notebook
35. #4,653
    davidsandberg/facenet

    Face recognition using Tensorflow

    • Gold V

    1,537 Elo −4414.3kPython
36. #5,058
    unifyai/ivy

    Convert Machine Learning Code Between Frameworks

    • Silver I

    1,516 Elo −4914.1kPython
37. #5,141
    graykode/nlp-tutorial

    Natural Language Processing Tutorial for Deep Learning Researchers

    • Silver I

    1,512 Elo −5314.9kJupyter Notebook
38. #5,170
    virgili0/Virgilio

    Your new Mentor for Data Science E-Learning.

    • Silver I

    1,511 Elo −2415kJupyter Notebook
39. #5,187
    dragen1860/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.

    • Silver I

    1,510 Elo −3413.2kJupyter Notebook
40. #5,308
    charliedream1/ai_quant_trade

    Stock AI Trader: 1-stop platform for learning, sim & live trading. Covers: stock basics, strategies, LLMs, factor…

    • Silver I

    1,505 Elo +466.7kPython
41. #5,317
    instillai/TensorFlow-Course

    :satellite: Simple and ready-to-use tutorials for TensorFlow

    • Silver I

    1,505 Elo −5216.2kJupyter Notebook
42. #5,445
    horovod/horovod

    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

    • Silver II

    1,499 Elo −4114.6kPython
43. #5,529
    microsoft/nni

    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural…

    • Silver II

    1,495 Elo −1514.3kPython
44. #5,721
    vipstone/faceai

    一款入门级的人脸、视频、文字检测以及识别的项目.

    • Silver II

    1,486 Elo −2011kPython
45. #5,907
    aymericdamien/TopDeepLearning

    A list of popular github projects related to deep learning

    • Silver III

    1,478 Elo +346.4kPython
46. #6,053
    chiphuyen/stanford-tensorflow-tutorials

    This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

    • Silver III

    1,471 Elo −4710.3kPython
47. #6,131
    wandb/wandb

    The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation…

    • Silver III

    1,468 Elo +411.3kPython
48. #6,277
    tensorflow/examples

    TensorFlow examples

    • Silver IV

    1,461 Elo −318.2kJupyter Notebook
49. #6,587
    datawhalechina/fun-rec

    推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

    • Silver IV

    1,449 Elo −27.4kPython
50. #6,610
    flwrlabs/flower

    Flower: A Friendly Federated AI Framework

    • Silver IV

    1,448 Elo +367.2kPython
51. #6,679
    Hvass-Labs/TensorFlow-Tutorials

    TensorFlow Tutorials with YouTube Videos

    • Silver V

    1,445 Elo −329.2kJupyter Notebook
52. #6,682
    nl8590687/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

    • Silver V

    1,445 Elo +158.4kPython
53. #6,730
    probml/pyprobml

    Python code for "Probabilistic Machine learning" book by Kevin Murphy

    • Silver V

    1,443 Elo +167.1kJupyter Notebook
54. #6,838
    lexfridman/mit-deep-learning

    Tutorials, assignments, and competitions for MIT Deep Learning related courses.

    • Silver V

    1,439 Elo −3110.4kJupyter Notebook
55. #6,992
    google/dopamine

    Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

    • Silver V

    1,434 Elo −1010.9kJupyter Notebook
56. #6,998
    lyhue1991/eat_tensorflow2_in_30_days

    Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

    • Silver V

    1,433 Elo −269.8kPython
57. #7,161
    ymcui/Chinese-BERT-wwm

    Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

    • Bronze I

    1,427 Elo −1610.2kPython
58. #7,221
    google-deepmind/sonnet

    TensorFlow-based neural network library

    • Bronze I

    1,425 Elo −129.9kPython
59. #7,244
    yandexdataschool/Practical_RL

    A course in reinforcement learning in the wild

    • Bronze I

    1,424 Elo +326.6kJupyter Notebook
60. #7,257
    tflearn/tflearn

    Deep learning library featuring a higher-level API for TensorFlow.

    • Bronze I

    1,423 Elo −279.5kPython
61. #7,264
    Alluxio/alluxio

    Alluxio, data orchestration for analytics and machine learning in the cloud

    • Bronze I

    1,423 Elo −177.2kJava
62. #7,485
    tensorflow/docs

    TensorFlow documentation

    • Bronze II

    1,414 Elo −226.3kJupyter Notebook
63. #7,518
    brightmart/text_classification

    all kinds of text classification models and more with deep learning

    • Bronze II

    1,413 Elo −67.9kPython
64. #7,598
    keras-team/autokeras

    AutoML library for deep learning

    • Bronze II

    1,410 Elo −309.3kPython
65. #7,661
    jackzhenguo/python-small-examples

    告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 https://ai-jupyter.com

    • Bronze II

    1,408 Elo −138.1kPython
66. #7,738
    replicate/cog

    Containers for machine learning

    • Bronze II

    1,405 Elo −89.4kGo
67. #7,931
    rasbt/python-machine-learning-book-2nd-edition

    The "Python Machine Learning (2nd edition)" book code repository and info resource

    • Bronze III

    1,398 Elo −227.2kJupyter Notebook
68. #8,203
    carpedm20/DCGAN-tensorflow

    A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

    • Bronze IV

    1,387 Elo −177.1kJavaScript
69. #8,300
    wiseodd/generative-models

    Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

    • Bronze IV

    1,383 Elo −217.4kPython
70. #8,382
    arogozhnikov/einops

    Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

    • Bronze IV

    1,380 Elo +99.6kPython
71. #8,415
    tensorlayer/TensorLayer

    Deep Learning and Reinforcement Learning Library for Scientists and Engineers

    • Bronze IV

    1,379 Elo −147.3kPython
72. #8,422
    dragen1860/TensorFlow-2.x-Tutorials

    TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT…

    • Bronze IV

    1,379 Elo −66.3kJupyter Notebook
73. #8,545
    tensorflow/serving

    A flexible, high-performance serving system for machine learning models

    • Bronze V

    1,373 Elo −166.3kC++
74. #8,697
    hybridgroup/gocv

    Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.

    • Bronze V

    1,366 Elo −117.5kGo
75. #8,701
    Xtremilicious/projectlearn-project-based-learning

    A curated list of project tutorials for project-based learning.

    • Bronze V

    1,366 Elo +206.4kTypeScript
76. #8,787
    vahidk/EffectiveTensorflow

    TensorFlow tutorials and best practices.

    • Bronze V

    1,362 Elo −168.5k
77. #8,914
    deeppavlov/DeepPavlov

    An open source library for deep learning end-to-end dialog systems and chatbots.

    • Copper I

    1,355 Elo −196.9kPython
78. #9,690
    aimhubio/aim

    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

    • Copper III

    1,295 Elo −66.2kPython