Haicang

stable-diffusion-webui

Stable Diffusion web UI

langchain

🦜🔗 Build context-aware reasoning applications

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

llama

Inference code for Llama models

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

tuning_playbook

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

llama2.c

Inference Llama 2 in one file of pure C

plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

QGIS

QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)

torchscale

Foundation Architecture for (M)LLMs

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

ogb

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

dlbook_notation

LaTeX files for the Deep Learning book notation

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

MultiObjectiveOptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

fmm

Fast map matching, an open source framework in C++

Time-Series-Works-Conferences

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

e2cnn

E(2)-Equivariant CNNs Library for Pytorch

pyrosm

Read OpenStreetMap data from Protobuf files into GeoDataFrame with Python, faster.

mvgrl

bgnn

GMI

Graph Representation Learning via Graphical Mutual Information Maximization

DEAR

Disentangled gEnerative cAusal Representation (DEAR)

ADaptive-Structural-Fingerprint

gps2traj

A command-line tool to convert GPS point into trajectory.

Trajectory-based-Road-Network-Representation-Learning

TER_AER

CATs-Learning-Conjoint-Attentions-for-Graph-Neural-Nets

Learning Conjoint Attentions for Graph Neural Nets, NeurIPS 2021