An opinionated list of awesome Python frameworks, libraries, software and resources.

Free ChatGPT&DeepSeek API Key，免费ChatGPT&DeepSeek API。免费接入DeepSeek API和GPT4 API，支持 gpt | deepseek | claude | gemini | grok 等排名靠前的常用大模型。

Python Implementation of Reinforcement Learning: An Introduction

Minimal PyTorch implementation of YOLOv3

Machine Learning Resources, Practice and Research

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

The IDAES Process Systems Engineering Framework

运小筹公众号是致力于分享运筹优化(LP、MIP、NLP、随机规划、鲁棒优化)、凸优化、强化学习等研究领域的内容以及涉及到的算法的代码实现。

MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing

Reinforcement learning environments for process control applications.

监测电脑 IP 地址的变化并向指定邮箱发送汇报邮件

OUTDOOR (Open Superstructure Modeling and Optimization Framework) is a tool that provides a generic MILP optimization model for superstructure design optimization, while enabling for unit-operation…

This provides the python-based simulated moving bed (SMB) optimizer developed by the Process Information Engineering lab at the Department of Materials Process Engineering, Nagoya University.

Real-time optimization using exploration strategies

This repo will implement Bayesian optimization using PYRO

Power-to-Methane: Direct Air Capturing & Utilisation - Superstructure Optimisation Method

This project is one parameter estimation method for the preparative chromatography based on the PINN library DeepXDE from the Process Information Engineering lab at the Department of Materials Proc…