All Algorithms implemented in Python

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

What the f*ck Python? 😱

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,…

A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。

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 lear…

🍰 Desktop utility to download images/videos/music/text from various websites, and more.

中文独立博客列表

Code samples for my book "Neural Networks and Deep Learning"

🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!

Minimal and clean examples of machine learning algorithms implementations

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

Common used path planning algorithms with animations.

A resource for learning about Machine learning & Deep Learning

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

DD监控室第一版

LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.

看图学大模型

A python based GUI to annotate images and save annotations as COCO style JSON format.

Graph Network Simulator

A tiny 1000 line implementation of GraphRAG in Python