LiHao-MS

Li Hao's starred repositories

sustech-graduated-thesis

The Typst template for SUSTech graduated student thesis

Language:TypstApache-2.0800

tensorneat

GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

Language:Python3400

Evolutionary-Reinforcement-Learning

Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" published at NeurIPS 2018

Language:Python20700

stable-baselines3

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

Language:PythonMIT826500

PPOxFamily

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践）

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tensorrvea

GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.

Language:PythonBSD-3-Clause900

Gymnasium

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

Language:PythonMIT612400

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.02891400

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

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brax

Massively parallel rigidbody physics simulation on accelerator hardware.

Language:Jupyter NotebookApache-2.0212800

newbee-mall-vue3-app

🔥 🎉Vue3 全家桶 + Vant 搭建大型单页面商城项目，新蜂商城 Vue3.2 版本，技术栈为 Vue3.2 + Vue-Router4.x + Pinia + Vant4.x。

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Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

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optax

Optax is a gradient processing and optimization library for JAX.

Language:PythonApache-2.0154000

neural-tangents

Fast and Easy Infinite Neural Networks in Python

Language:Jupyter NotebookApache-2.0224400

GPJax

Gaussian processes in JAX.

Language:PythonApache-2.039400

neural-Gaussian-process

A NumPy implementation of Lee et al., Deep Neural Networks as Gaussian Processes, 2018

Language:Python1500

flax

Flax is a neural network library for JAX that is designed for flexibility.

Language:PythonApache-2.0574200

tofu

"Learning Stable Classifiers by Transferring Unstable Features" ICML 2022

Language:PythonMIT1300

mall4cloud

⭐️⭐️⭐️微服务商城系统 springcloud微服务商城小程序商城

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LLM-Optimizers-Papers

Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.

18300

PlatEMO

Evolutionary multi-objective optimization platform

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evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

Language:PythonBSD-3-Clause16400

pyKriging

Welcome to the User Friendly Python Kriging Toolbox!

Language:PythonMIT37100

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

Language:PythonLGPL-3.0195100

A python library for the following Multiobjective Optimization Algorithms or Many Objectives Optimization Algorithms: C-NSGA II; CTAEA; GrEA; HypE; IBEA-FC; IBEA-HV; MOEA/D; NAEMO; NSGA II; NSGA III; OMOPSO; PAES; RVEA; SMPSO; SMS-EMOA; SPEA2; U-NSGA III

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