ddddiiii

backbone

spatial-temporal-transformer

traffic flow prediction

TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

RetNet

An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"

sci-plot-example

A simple framework for generating academic publication-ready figures directly using Matplotlib.

tuning_playbook

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

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, ... 🧠

awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合