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NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

Python 2,700 449 Updated Oct 23, 2025

Leveraging LLMs to design and optimize nanophotonics

Python 11 3 Updated Aug 10, 2024

Optimization and inverse design of photonic crystals using deep reinforcement learning

Python 83 21 Updated Apr 11, 2023

The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at AAPM 2025

Python 58 16 Updated Oct 8, 2025
Python 26 5 Updated Feb 26, 2024

Agent-based LLM modeling of mechanics problems

Jupyter Notebook 33 11 Updated Feb 10, 2024

MetaOpenFOAM: an LLM-based multi-agent framework for CFD

Jupyter Notebook 156 20 Updated Apr 29, 2025

Combining Evolutionary Algorithms and deep Reinforcement Learning

Python 18 6 Updated Jul 17, 2018

Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning

325 30 Updated Oct 12, 2025

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Python 12,024 1,989 Updated Oct 31, 2025

Multi-Objective Reinforcement Learning algorithms implementations.

Python 452 84 Updated Sep 2, 2025

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Python 10,616 1,181 Updated Nov 6, 2025

NeuroEvolution Optimization with Reinforcement Learning

Python 67 19 Updated Feb 16, 2025

李宏毅2021/2022/2023春季机器学习课程课件及作业

Jupyter Notebook 6,956 1,670 Updated Jun 3, 2023

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Python 62,334 7,543 Updated Nov 12, 2025

A new LLM solution for RTL code generation, achieving state-of-the-art performance in non-commercial solutions and outperforming GPT-3.5.

Python 235 29 Updated Feb 9, 2025

Using Large Language Models for Hyperparameter Optimization

Jupyter Notebook 21 1 Updated May 13, 2024

Evolution Through Large Models

Python 734 91 Updated Nov 15, 2023

Evolution of Heuristics

Python 232 41 Updated Sep 11, 2025

The Zoo Design Studio app.

TypeScript 986 91 Updated Nov 12, 2025

Production-ready platform for agentic workflow development.

TypeScript 118,742 18,349 Updated Nov 12, 2025

计算机自学指南

HTML 69,229 7,721 Updated Oct 9, 2025

复现大模型相关算法及一些学习记录

Python 2,512 344 Updated Nov 10, 2025

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

Jupyter Notebook 78,523 11,614 Updated Nov 9, 2025

Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.

Go 155,844 13,604 Updated Nov 12, 2025

《剑指 Offer》 Python, Java, C++ 解题代码,LeetBook《图解算法数据结构》配套代码仓

Java 7,826 867 Updated May 11, 2024

《Hello 算法》:动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新,English version in translation

Java 118,421 14,536 Updated Oct 30, 2025

🦜🔗 The platform for reliable agents.

Python 119,510 19,685 Updated Nov 12, 2025
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