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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

bitcoin-price-prediction

Bayesian regression for latent source model and Bitcoin

btcpredictor

Bitcoin price prediction algorithm using bayesian regression techniques

freeml

Data Science Resources (Mostly Free)

games

Some games created by python code.

graph-neural-networks-for-graph-classification

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

grumpy

a Python library for visualizing various aspects of mathematical programming

julia.vscode

VSCode lanugage extension

lectures

Oxford Deep NLP 2017 course

locationestimatr.github.io

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

notes-linear-algebra

线性代数笔记

peft_lora

Repo accompanying PEFT/LoRA article.

piratemaker

Project files for a Mario Maker inspired game

prmlt

Matlab code for machine learning algorithms in book PRML

python-deepdive

Python Deep Dive Course - Accompanying Materials

pytorch-deep-learning

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

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

try