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clvrai/awesome-rl-envs

This GitHub repository is a curated list of reinforcement learning environments, which can be useful for AI and ML researchers and developers.

1.3K
Archived
Agents & Orchestration
Awesome Lists
#reinforcement-learning#ai-research#ml-research

mediar-ai/terminator

A Rust-based Playwright library for automating Windows computer tasks.

1.3K
Active
Rust
API Frameworks
CLI Tools
#automation#windows#playwright

kitops-ml/kitops

An open-source DevOps tool for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.

1.3K
Active
Go
MLOps
Containerization
Go
#ai#devops#oci

ARM-software/armnn

A C++ library for running machine learning models on Arm hardware accelerators.

1.3K
Active
C++
ML Ops
API Frameworks
#machine-learning#neural-network#arm-hardware

microsoft/MLOpsPython

MLOps tool for building and deploying machine learning models on Azure cloud services

1.3K
Archived
Python
ML Ops
BaaS Platforms
Azure
#azure-machine-learning#azureml#mlops

pnnl/neuromancer

A PyTorch-based framework for solving constrained optimization problems, physics-informed ML, and parametric model predictive control.

1.3K
Active
Python
LLM Frameworks
API Frameworks
PyTorch
#constrained-optimization#control-systems#dynamical-systems

apple/ml-neuman

Official repository for NeuMan, a neural human radiance field model from a single video.

1.3K
Archived
Python
Computer Vision
#computer-vision#neural-networks#3d-reconstruction

logicalclocks/hopsworks

Hopsworks is a feature store and MLOps platform for data-intensive AI and machine learning applications.

1.3K
Experimental
Java
ML Ops
Feature Store
#feature-store#mlops#machine-learning

tucan9389/awesome-ml-demos-with-ios

A collection of demo projects for running machine learning models on iOS using CoreML, TensorFlow Lite, and ML Kit.

1.3K
Archived
Python
Inference
iOS
#machine-learning#coreml#tensorflow-lite

SelfExplainML/PiML-Toolbox

A Python toolbox for building interpretable machine learning models and diagnostics.

1.3K
Experimental
Jupyter Notebook
ML Ops
CLI Tools
#interpretable-ml#model-diagnostics#jupyter-notebook

TRI-ML/packnet-sfm

A PyTorch library for monocular depth estimation using deep learning techniques.

1.3K
Archived
Python
Computer Vision
ML Ops
PyTorch
#depth-estimation#computer-vision#pytorch

BICLab/SpikingBrain-7B

Spiking Brain-inspired Large Models with efficient attention, MoE, and spike encoding for AI and ML developers.

1.3K
Stable
Python
LLM Frameworks
ML Ops
Python
#ai#machine-learning#llm

ZhugeKongan/torch-template-for-deep-learning

A PyTorch template with implementations of classical CNNs, data augmentation, losses, and common ML algorithms.

1.3K
Archived
Python
Computer Vision
CLI Tools
PyTorch
#computer-vision#deep-learning#machine-learning

WillKoehrsen/machine-learning-project-walkthrough

A machine learning project walkthrough in Python demonstrating the end-to-end ML pipeline on a real-world dataset.

1.3K
Archived
Jupyter Notebook
ML Ops
#machine-learning#data-science#jupyter-notebook

The-AI-Summer/Deep-Learning-In-Production

This repository provides hands-on examples and guidance for building, training, deploying and maintaining deep learning models in production.

1.2K
Archived
Jupyter Notebook
ML Ops
API Frameworks
Python
#deep-learning#machine-learning#production

mallahyari/ml-practical-usecases

A database of 650+ Machine Learning system design case studies from 100+ companies for developers.

1.2K
Stable
ML Ops
Tutorials & Courses
#machine-learning#case-studies#system-design

yfzhang114/Generalization-Causality

A repository with research notes on domain generalization, causality, robustness, and other ML topics.

1.2K
Archived
Machine Learning Ops
LLM Frameworks
#machine-learning#deep-learning#causality

ml-tooling/best-of-python-dev

A ranked list of awesome Python developer tools and libraries updated weekly.

1.2K
Active
Python
Linters & Formatters
React
#python-devtools#best-of-python-dev#awesome-list

facebookresearch/simsiam

A PyTorch implementation of the SimSiam self-supervised learning algorithm, useful for AI and ML developers.

1.2K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#self-supervised-learning#computer-vision#feature-extraction

ARM-software/ML-KWS-for-MCU

A library for keyword spotting on Arm Cortex-M microcontrollers using machine learning and the CMSIS-NN framework.

1.2K
Archived
C
ML Ops
Arduino & Embedded
ARM
#arm#microcontrollers#machine-learning
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