A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputatio…

OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched

大模型基础: 一文了解大模型基础知识

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Inference code for LLaMA models

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

温州大学《机器学习》课程资料（代码、课件等）

An experimental open-source attempt to make GPT-4 fully autonomous.

The codes of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

This repo includes ChatGPT prompt curation to use ChatGPT better.

This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"

A thoroughly investigated survey for tensorial neural networks.

The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".

The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"

LibCity: An Open Library for Traffic Prediction

An open access book on scientific visualization using python and matplotlib

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Map-Constrained Trajectory Recovery (KDD'21)

Code accompanying our NeurIPS 2021 traffic4cast challenge

Data repository for seaborn examples

This repository contains implementations and illustrative code to accompany DeepMind publications

Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".