Xuejin66

tods

TODS: An Automated Time-series Outlier Detection System

Cool.AI

Deep Reinforcement Learning AI Approach to Control HVAC Systems

HV-Ai-C

A Reinforcement Learning solution for HVAC control to optimize energy consumption. Developed by Vector Institute and TELUS.

CEEMDAN_LSTM

CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.

mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

deap

Distributed Evolutionary Algorithms in Python

BuildingsBench

Large-scale pretraining and benchmarking for short-term load forecasting.

M5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

Prudential-Life-Insurance-Assessment

Kaggle Competition: developing a predictive model for risk classification

mlops-zoomcamp

Free MLOps course from DataTalks.Club

DeepLearing-Interview-Awesome-2024

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

Air-Transformer

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

LLMs-from-scratch

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

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

HighAir

The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method

Firefly

Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

awesome-graph-transformer

Papers about graph transformers.

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, ... 🧠

FFTransformer

Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0

GNN-RNN

A GNN-RNN approach for harnessing geospatial and temporal information: application to crop yield prediction

GNNPapers

Must-read papers on graph neural networks (GNN)

IDM-Activation-Script

An open source tool to activate and reset trial of Internet Download Manager

shengshixian.com

geoviews

Simple, concise geographical visualization in Python

missingno

Missing data visualization module for Python.

city

中华人民共和国行政区划数据：省份、城市、区县。**省市区镇三级联动地址数据。城市经纬度数据。

hgtparser

a python module to parse HGT file

movingpandas

Movement trajectory classes and functions built on top of GeoPandas

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases