Repository Index

An Open Source Machine Learning Framework for Everyone

• tensorflow
• machine-learning
• python
• deep-learning

Tensors and Dynamic neural networks in Python with strong GPU acceleration

• neural-network
• autograd
• gpu
• numpy

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

• neural-network
• search-engine
• knn-algorithm
• hnsw

💫 Industrial-strength Natural Language Processing (NLP) in Python

• natural-language-processing
• data-science
• machine-learning
• python

Visualizer for neural network, deep learning and machine learning models

• neural-network
• deep-learning
• machine-learning
• deeplearning

Roadmap to becoming an Artificial Intelligence Expert in 2022

• deep-learning
• artificial-intelligence
• roadmap
• ai-roadmap

A curated list of awesome Deep Learning tutorials, projects and communities.

• deep-learning
• neural-network
• machine-learning
• awesome

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

• tensorflow
• scikit-learn
• machine-learning
• python

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

• paddlepaddle
• deep-learning
• scalability
• machine-learning

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

• inference
• high-preformance
• simd
• arm-neon

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

• pytorch
• pytorch-tutorials
• pytorch-handbook
• deep-learning

Open standard for machine learning interoperability

• deep-learning
• deep-neural-networks
• neural-network
• onnx

A WebGL accelerated JavaScript library for training and deploying ML models.

• deep-learning
• typescript
• webgl
• javascript

machine learning and deep learning tutorials, articles and other resources

• deep-learning-tutorial
• machine-learning
• machinelearning
• deeplearning

Instant neural graphics primitives: lightning fast NeRF and more

• neural-network
• machine-learning
• cuda
• nerf

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

• machine-learning
• machine-intelligence
• artificial-intelligence
• reinforcement-learning

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

Topic Modelling for Humans

• gensim
• topic-modeling
• information-retrieval
• machine-learning

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

• autodiff
• deep-learning
• machine-learning
• rust

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

• neural-network
• brain
• recurrent-neural-networks
• easy-to-use

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

• deep-learning
• machine-learning
• linear-algebra
• mit

机器学习相关教程

• machine-learning
• neural-network
• tensorflow
• python

The "Python Machine Learning (1st edition)" book code repository and info resource

• machine-learning
• machine-learning-algorithms
• logistic-regression
• data-science

A reference containing Styles and Keywords that you can use with MidJourney AI. There are also pages showing resolution comparison, image weights, and much more!

• ai
• artificial-intelligence
• guide
• midjourney