100daysofmlcode

This repo is for the Siraj's 100 Days Of ML Code Challenge

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

ai-study

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

awesome-cvpr2024-aigc

A Collection of Papers and Codes for CVPR2024 AIGC

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

awesome-ml-blogs

Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

awesome-pytorch-list

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

aws-labs

A collection of hands-on labs to help learning the fundamentals of AWS cloud computing services.

best-of-ml-python

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

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

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.

datasets

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

deeplearning

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

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。

do-research-in-ai

A repository of useful research/skill-upgrading talks or acticles in NLP/CV/AI Area (in Chinese).

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

milkai6

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mmdetection3

OpenMMLab Detection Toolbox and Benchmark

natural-language-understanding-with-python

Natural Language Understanding with Python published by Packt Publishing

netron

Visualizer for neural network, deep learning and machine learning models