reinforcement-learning · GitHub Topics

annotated_deep_learning_paper_implementations

#计算机科学# 59 篇深度学习论文的实现，并带有详细注释。包括 transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 强化学习 (ppo, dqn), capsnet, distillation, ... 🧠

deep-learning deep-learning-tutorial pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning

Python56.45 k

3 个月前

ray

ray-project@ray-project

#计算机科学# Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

翻译 - 一个快速简单的框架，用于构建和运行分布式应用程序。 Ray与RLlib（可扩展的强化学习库）和Tune（可扩展的超参数调整库）打包在一起。

ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization

Python34.11 k

10 小时前

applied-ml

@eugeneyan

#计算机科学# 精选大公司分享他们在生产中关于数据科学 & 机器学习的论文和技术博客等资源

applied-machine-learning production applied-data-science machine-learning data-science reinforcement-learning data-engineering recsys search deep-learning

27.35 k

4 个月前

ml-agents

Unity Technologies@Unity-Technologies

#计算机科学# The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement lea...

翻译 - Unity机器学习代理工具包

reinforcement-learning unity3d deep-learning unity deep-reinforcement-learning neural-networks machine-learning

C#17.23 k

25 天前

tensor2tensor

@tensorflow • 谷歌公司

#计算机科学# Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

翻译 - 深度学习模型和数据集的库，旨在使深度学习更易于访问并加速ML研究。

machine-learning machine-translation deep-learning reinforcement-learning tpu

Python15.57 k

1 年前

FinGPT

@AI4Finance-Foundation

#自然语言处理# FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

chatgpt finance fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor

Jupyter Notebook14.07 k

2 个月前

leedl-tutorial

Datawhale@datawhalechina

#计算机科学# 《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning deep-learning leedl-tutorial cnn reinforcement-learning transformer rnn gan pruning self-attention

Jupyter Notebook13.86 k

11 天前

reinforcement-learning-an-introduction

Shangtong Zhang@ShangtongZhang

Python Implementation of Reinforcement Learning: An Introduction

翻译 - 强化学习的Python实现：简介

reinforcement-learning artificial-intelligence

Python13.61 k

3 个月前

bullet3

Bullet Physics SDK@bulletphysics

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

翻译 - Bullet Physics SDK：用于VR，游戏，视觉效果，机器人技术，机器学习等的实时碰撞检测和多物理场仿真。

simulation robotics kinematics virtual-reality reinforcement-learning computer-animation game-development simulator pybullet

C++12.69 k

3 个月前

deep-learning-drizzle

Mario@kmario23

#自然语言处理# Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

翻译 - 通过从这些令人兴奋的演讲中学习，可以深入学习深度学习，强化学习，机器学习，计算机视觉和自然语言学习！

machine-learning deep-learning deep-neural-networks pattern-recognition computer-vision optimization visual-recognition reinforcement-learning deep-reinforcement-learning natural-language-processing

HTML12.32 k

1 个月前

awesome-artificial-intelligence

@owainlewis

#计算机科学# A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

machine-learning machine-intelligence artificial-intelligence reinforcement-learning intelligent-systems deep-learning intelligent-machines ai statistical-learning unsupervised-learning

10.98 k

1 个月前

amazon-sagemaker-examples

Amazon Web Services@aws

#计算机科学# Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

翻译 - 示例笔记本示例展示了如何在Amazon SageMaker中应用机器学习，深度学习和强化学习

sagemaker aws reinforcement-learning machine-learning deep-learning examples jupyter-notebook mlops data-science training

Jupyter Notebook10.15 k

3 天前

easy-rl

Datawhale@datawhalechina

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg

Jupyter Notebook9.55 k

15 天前🇨🇳

stable-baselines3

@DLR-RM

#计算机科学# PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

翻译 - 稳定基线的PyTorch版本，增强学习算法的改进实现。

reinforcement-learning reinforcement-learning-algorithms machine-learning gym openai baselines toolbox stable-baselines python pytorch

Python9.18 k

4 天前

wandb

Weights and Biases@wandb

#计算机科学# The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

翻译 - 🔥用于可视化和跟踪机器学习实验的工具。此存储库包含CLI和Python API。

machine-learning experiment-track deep-learning keras tensorflow pytorch hyperparameter-search reinforcement-learning mlops data-science

Python9.17 k

15 小时前

vowpal_wabbit

Vowpal Wabbit@VowpalWabbit

#计算机科学# Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learni...

翻译 - Vowpal Wabbit是一个机器学习系统，它通过在线，哈希，减少，归约，learning2search，主动和交互式学习等技术来推动机器学习的前沿。

c-plus-plus machine-learning online-learning contextual-bandits reinforcement-learning active-learning learning-to-search cpp

C++8.49 k

1 个月前