Selected TOP32 machine learning open Source project __ai

Selected top 32 machine learning open source project, organized from Mybridge AI:

1. Fasttext: Quick text representation and text classification library (11786 stars on GitHub, contributor Facebook)

SOURCE Link: Https://github.com/facebookresearch/MUSE

2. Deep-photo-styletransfer: "Deep photo Style Transfer" The source and data of this paper. (GitHub 9747 stars, papers from Cornell University's Fujun Luan)

SOURCE Link: Https://github.com/luanfujun/deep-photo-styletransfer

3. The simplest facial recognition API with Python and command line (GitHub 8672 stars, contributor Adam Geitgey)

SOURCE Link: https://github.com/ageitgey/face_recognition

4. Magenta: Using machine intelligence to generate music and art artwork (GitHub 8113 stars)

SOURCE Link: Https://github.com/tensorflow/magenta

5. Sonnet: TensorFlow based Neural network library (GitHub 573 stars, contributors are DeepMind Malcolm Reynolds)

SOURCE Link: https://github.com/deepmind/sonnet

6. Deeplearn.js: A hardware accelerated machine learning library for the web (GitHub 5462 stars, contributors are Google Brain Nikhil Thorat)

SOURCE Link: https://github.com/PAIR-code/deeplearnjs

7. Fast style migration base based on TensorFlow (GitHub 4843 stars, contributors are Logan Engstrom of MIT)

SOURCE Link: Https://github.com/lengstrom/fast-style-transfer

8. PYSC2: StarCraft 2 Learning Environment (GitHub 3684 stars, contributors are DeepMind Timo Ewalds)

SOURCE Link: https://github.com/deepmind/pysc2

9. Airsim:microsoft AI & Research Open source Simulator based on Unreal Engine for automatic driving (GitHub 3861 star, contributor is Microsoft shital Shah)

SOURCE Link: Https://github.com/Microsoft/AirSim

Acets: A visualization tool for machine learning Datasets (GitHub 3371 stars, contributed by Google brain)

SOURCE Link: https://github.com/PAIR-code/facets

Style2paints: Tools for quick coloring with AI technology (GitHub 3310 stars)

SOURCE Link: https://github.com/lllyasviel/style2paints

Tensor2tensor: A library for generalized sequence-sequence models (GitHub 3087 stars, Brain Ryan Sepassi, Google)

SOURCE Link: https://github.com/tensorflow/tensor2tensor

13. Picture-picture conversion based on Pytorch (GitHub 2847 stars, contributor Berkeley Jun-yan Zhu, Ph.D)

Source Address: Https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

Faiss: A library of highly efficient similarity search libraries and clustering for dense vectors (GitHub 2629 stars, contributor Facebook Research)

Source Address: Https://github.com/facebookresearch/faiss

Fashion-minist: A fashion product dataset similar to Mnist (GitHub 2780 stars, Zalando Tech by Han Xiao)

SOURCE Link: https://github.com/zalandoresearch/fashion-mnist

Parlai: A framework that can be used to train and evaluate AI models on a variety of publicly available dialog datasets (GitHub 2578 stars, contributors are Facebook's Alexander Miller)

SOURCE Link: Https://github.com/facebookresearch/ParlAI

Fairseq:facebook AI's series-Sequence toolkit (GitHub 2571 stars)

SOURCE Link: https://github.com/facebookresearch/fairseq

Pyro: Depth Universal probability programming based on Python and Pytorch (GitHub 2387 stars, contributors Uber Engineering)

SOURCE Link: Https://github.com/uber/pyro

IgAN: Interactive image generation based on Gan (GitHub 2369 stars)

Source Address: Https://github.com/junyanz/iGAN

Deep-image-prior: Restoring images with neural networks (GitHub 2188 stars, contributors are Skoltech's Ulyanov, Ph.D)

Source Address: Https://github.com/DmitryUlyanov/deep-image-prior

21. Face classification: Based on Keras CNN model and OpenCV, using Fer2013/imdb DataSet for real-time facial detection and expression/gender classification (GitHub 1967 stars)

Source Address: Https://github.com/oarriaga/face_classification

Speech-to-text-wavenet: Use DeepMind wavenet and TensorFlow for end-to-end sentence-level English speech recognition (GitHub 1961 stars, contributors are Kakao brain, Namju Kim)

Source Address: Https://github.com/buriburisuri/speech-to-text-wavenet

Stargan: A unified generation confrontation network for multi-domain image-image transformation (GitHub 1954 stars, Korea University Yunjey Choi)

Source Address: Https://github.com/yunjey/StarGAN

Mi-agents:unity Machine Learning Agent (GitHub 1658 star, contributor Unity3d Arthur Juliani)

Source Address: Https://github.com/Unity-Technologies/ml-agents

Deepvideoanalytics: A distributed visual search and data analysis platform (GitHub 1494 stars, contributors are Cornell University Akshay)

Source Address: Https://github.com/AKSHAYUBHAT/DeepVideoAnalytics

Open source Neural Machine translation Toolkit (GITHUB 1490 stars) on Opennmt:torch

Source Address: Https://github.com/OpenNMT/OpenNMT

PIX2PIXHD: Synthesis and processing of 2048x1024 images with conditional gan (GitHub 1283 stars, contributors are NVIDIA scientists Ming-yu Liu)

Source Address: Https://github.com/NVIDIA/pix2pixHD

Horovod:tensorflow Fabric Training Framework (GitHub 1188 stars, contributors from Uber)

Source Address: Https://github.com/uber/horovod

Ai-blocks: A powerful and intuitive WYSIWYG interface that allows anyone to create a machine learning model (GitHub 899 stars)

Source Address: Https://github.com/MrNothing/AI-Blocks

TensorFlow implemented a deep neural network for voice-style conversion (GitHub 845 stars, Kakao Brain AI team Dabi)

Source Address: Https://github.com/andabi/deep-voice-conversion

31. Neural network: Deep learning A-ztm: hand-built artificial neural network (recommended times 68,745, 4.5/5 stars)

Link: Http://bit.ly/2CH1WcQ

32. Complete guide to TensorFlow in deep learning with Python (recommended times 17,834, 4.6/5 stars)

Link: http://bit.ly/2EatVy7