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, ... 🧠

深度学习 PyTorch Generative Adversarial Network transformers reinforcement-learning optimizers neural-networks transformer 机器学习

Python57.33 k

4 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。

Python34.52 k

4 天前

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 机器学习数据科学 reinforcement-learning data-engineering recsys search 深度学习

27.41 k

5 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 Unity 深度学习 deep-reinforcement-learning neural-networks 机器学习

C#17.36 k

10 天前

tensor2tensor存档

@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。

机器学习 machine-translation 深度学习 reinforcement-learning tpu

Python15.66 k

2 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 机器学习自然语言处理 prompt-engineering PyTorch reinforcement-learning robo-advisor

Jupyter Notebook14.4 k

3 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

机器学习深度学习 leedl-tutorial cnn reinforcement-learning transformer rnn Generative Adversarial Network pruning self-attention

Jupyter Notebook14.08 k

4 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 人工智能

Python13.69 k

4 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 游戏开发 simulator pybullet

C++12.81 k

4 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！

机器学习深度学习深度神经网络 pattern-recognition 机器视觉 optimization visual-recognition reinforcement-learning deep-reinforcement-learning 自然语言处理

HTML12.39 k

2 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.

机器学习人工智能 reinforcement-learning intelligent-systems 深度学习 intelligent-machines statistical-learning unsupervised-learning

11.08 k

2 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 Amazon Web Services reinforcement-learning 机器学习深度学习 Example Jupyter Notebook mlops 数据科学 training

Jupyter Notebook10.21 k

6 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 Notebook9.77 k

1 个月前🇨🇳

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 机器学习 gym openai baselines toolbox stable-baselines Python PyTorch

Python9.36 k

2 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。

机器学习 experiment-track 深度学习 Keras Tensorflow PyTorch hyperparameter-search reinforcement-learning mlops 数据科学 collaboration hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning model-versioning ml-platform jax 人工智能

Python9.3 k

8 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++机器学习 online-learning contextual-bandits reinforcement-learning active-learning learning-to-search

C++8.5 k

2 个月前