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DLR-RM/stable-baselines3

Reliable PyTorch implementations of reinforcement learning algorithms for AI and robotics applications.

12.8K
Active
Python
ML Ops
PyTorch
#reinforcement-learning#robotics#machine-learning

DLR-RM/rl-baselines3-zoo

A framework for training Stable Baselines3 reinforcement learning agents with hyperparameter optimization.

2.7K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#hyperparameter-optimization#robotics

SciML/SciMLBook

A textbook on parallel computing and scientific machine learning methods and applications

2.0K
Active
HTML
Scientific Machine Learning
API Frameworks
#differential-equations#gpu-computing#neural-networks

yang-song/score_sde

Official code for a state-of-the-art score-based generative modeling approach using stochastic differential equations.

1.8K
Archived
Jupyter Notebook
Generative Models
API Frameworks
Flax
#diffusion-models#score-based-generative-modeling#stochastic-differential-equations

google-research/torchsde

Differentiable SDE solvers with GPU support and sensitivity analysis

1.7K
Archived
Python
AI Editors/Agents/Copilot
#Deep-Learning#Neural-Differential-Equations#Stochastic-Differential-Equations

SciML/ModelingToolkit.jl

A Julia framework for acausal modeling, symbolic math, and parallelized scientific machine learning.

1.6K
Active
Julia
ML Ops
API Frameworks
#acausal-modeling#symbolic-math#parallelized-sciml

FazeelUsmani/Amazon-SDE-Preparation

A comprehensive repository for preparing for the Amazon SDE interview, covering data structures, algorithms, and more.

1.4K
Archived
C++
Interview Prep
#amazon#interview-preparation#data-structures

Tencent-Hunyuan/MixGRPO

MixGRPO is a Python library that unlocks flow-based GRPO efficiency with mixed ODE-SDE for diffusion and reinforcement learning.

1.1K
Stable
Python
Agents & Orchestration
Reinforcement-Learning
#diffusion#grpo#reinforcement-learning

rashakil-ds/Roadmap-Docs

Comprehensive roadmaps for data science, AI, and software engineering careers.

1.0K
Active
Tutorials & Courses
LLM Frameworks
#data-science#ai#sde

beyondguo/LLM-Tuning

A library for efficiently fine-tuning large language models (LLMs) with a sample-based approach.

1.0K
Archived
HTML
LLM Frameworks
Fine-tuning
React
#large-language-model#fine-tuning#sample-based-design

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