gccome

makemore

An autoregressive character-level language model for making more things

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

awesome-knowledge-graph

整理知识图谱相关学习资料

openai-quickstart

A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.

awesome-full-stack-machine-learning-courses

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

Generative_Deep_Learning_2nd_Edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

openai-python

The official Python library for the OpenAI API

openai-cookbook

Examples and guides for using the OpenAI API

geektime-ai-course

Jupyter Notebooks for Geektime AI Course

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

leetcode

🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

The-Kaggle-Book

Code Repository for The Kaggle Book, Published by Packt Publishing

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Hands-On-Gradient-Boosting-with-XGBoost-and-Scikit-learn

Hands-On Gradient Boosting with XGBoost and Scikit-learn Published by Packt

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

alibi-detect

Algorithms for outlier, adversarial and drift detection

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

building-machine-learning-pipelines

Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

fraud-detection-handbook

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook

datasets

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

MLOps-Basics

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

coursera-machine-learning-engineering-for-prod-mlops-specialization

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai