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

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

Clean, Robust, and Unified PyTorch implementation of popular DRL Algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

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

Repo accompanying PEFT/LoRA article.

Project files for a Mario Maker inspired game

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification

This is a game where you are put anywhere on earth, and you have to figure out where you are

Python Deep Dive Course - Accompanying Materials

手写实现李航《统计学习方法》书中全部算法

Some games created by python code.

Data Science Resources (Mostly Free)

Bitcoin price prediction algorithm using bayesian regression techniques

Matlab code for machine learning algorithms in book PRML

Oxford Deep NLP 2017 course

线性代数笔记

Bayesian regression for latent source model and Bitcoin

a Python library for visualizing various aspects of mathematical programming

VSCode lanugage extension