Chen Peng's repositories
learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
pytorch-forecasting
Time series forecasting with PyTorch
acnportal
Research tools for the Adaptive Charging Network
adanet
Fast and flexible AutoML with learning guarantees.
AIX360
Interpretability and explainability of data and machine learning models
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
DIG
A library for graph deep learning research
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
Financial-Time-Series
金融数据预测分析（Random Forest; LSTM; CNN）
github-slideshow
A robot powered training repository :robot:
gnn-model-explainer
gnn explainer
gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
gpt_academic
为ChatGPT/GLM提供实用化交互界面，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chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。
Hybrid-learn2branch
Hybrid Models for Learning to Branch (NeurIPS 2020)
Machine_Learning_bookshelf
机器学习深度学习相关书籍、课件、代码的仓库。 Machine learning is the warehouse of books, courseware and codes.
MasterPassword
A stateless password management solution.
models-1
Models and examples built with TensorFlow
Onions-iOS
The iOS app for Onions, free and secure text-storage in the Cloud.
or-tools
Google's Operations Research tools:
py4fi
Python for Finance (O'Reilly)
qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
Spoon-Knife
This repo is for demonstration purposes only.
StemGNN
Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
Table-meets-LLM
GPT4Table is a useful benchmark for detecting table structural understanding capabilities.
tensorflow
An Open Source Machine Learning Framework for Everyone