haijiaerbaiyang's repositories
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.
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
STLF-BiLSTM-CNNBiLSTM
Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM
altility
Enhanced spatio-temporal predictions using less data with active deep learning
textshot
Python tool for grabbing text via screenshot
ES-adRNN
Short Term Load Forecasting with ES-adRNN
neu_Xgboost
Machine Learning Xgboost