ningxia

Python

All Algorithms implemented in Python

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

llama

Inference code for Llama models

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

tuning_playbook

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

JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

recommenders

Best Practices on Recommendation Systems

numpy-100

100 numpy exercises (with solutions)

nn-zero-to-hero

Neural Networks: Zero to Hero

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

nebuly

The user analytics platform for LLMs

ML-Papers-Explained

Explanation to key concepts in ML

ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

Awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

pml2-book

Probabilistic Machine Learning: Advanced Topics

LLaVA-Med

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

attentions

PyTorch implementation of some attentions for Deep Learning Researchers.

simple-effective-text-matching

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

Flowformer

About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf

python-bpe

Byte Pair Encoding for Python!

gpt-pytorch

PyTorch Implementation of OpenAI GPT

SAMAug

DECAF

DECAF: Deep Extreme Classification with Label Features

perceiver-pytorch

py-bpe

Pure python implementation of byte pair encoding (subword tokenization)