ML Ops

Explore 799 open source projects in ML Ops

Showing 221-240 of 799 projects

magicleap/SuperGluePretrainedNetwork

A PyTorch implementation of the SuperGlue graph neural network for feature matching and pose estimation.

4.0K
Archived
Python
Computer Vision
ML Ops
PyTorch
#feature-matching#pose-estimation#graph-neural-networks

princeton-vl/RAFT

RAFT is a PyTorch library for training and evaluating visual transformers, a popular AI model for computer vision tasks.

4.0K
Stable
Python
LLM Frameworks
PyTorch
#computer-vision#transformers#pytorch

diego-vicente/som-tsp

A Python library that solves the Traveling Salesman Problem using Self-Organizing Maps.

3.9K
Archived
Python
ML Ops
Optimization
#self-organizing-map#tsp#traveling-salesman

lululxvi/deepxde

A Python library for scientific machine learning and physics-informed learning

3.9K
Stable
Python
Scientific Machine Learning
API Frameworks
PyTorch
#deep-learning#physics-informed-learning#scientific-machine-learning

NervanaSystems/neon

A high-performance deep learning framework for training and deploying neural networks on various hardware.

3.9K
Archived
Python
ML Ops
API Frameworks
Python
#deep-learning#neural-networks#performance

Lasagne/Lasagne

Lasagne is a lightweight library for building and training neural networks in Theano, a powerful Python library for machine learning.

3.9K
Archived
Python
LLM Frameworks
ML Ops
Python
#deep-learning#neural-networks#theano

floydhub/dl-docker

An all-in-one Docker image for deep learning with popular DL frameworks like TensorFlow, Theano, Torch, and Caffe.

3.9K
Archived
Python
ML Ops
CLI Tools
#deep-learning#machine-learning#docker

yahoo/TensorFlowOnSpark

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters for distributed machine learning.

3.9K
Archived
Python
ML Ops
API Frameworks
Spark
#machine-learning#cluster#distributed-computing

shenweichen/GraphEmbedding

Implementation and experiments of various graph embedding algorithms for developers building AI-powered applications.

3.8K
Archived
Python
ML Ops
Databases
Python
#graph-embedding#node-representation#network-analysis

cornellius-gp/gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch for GPU-accelerated machine learning.

3.8K
Active
Python
ML Ops
Inference
PyTorch
#gaussian-processes#gpu-acceleration#machine-learning

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

hkust-nlp/simpleRL-reason

A simple reinforcement learning training library for reasoning tasks.

3.8K
Stable
Python
ML Ops
CLI Tools
Python
#reinforcement-learning#reasoning#machine-learning

NVIDIA/GenerativeAIExamples

Collection of generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

3.8K
Active
Jupyter Notebook
LLM Frameworks
Inference
React
#gpu-acceleration#large-language-models#microservice

johnmyleswhite/ML_for_Hackers

An open-source library implementing machine learning algorithms in R for data analysis and visualization.

3.8K
Archived
R
ML Ops
Databases
#data-analysis#machine-learning#visualization

google-research/multinerf

A code release for advanced neural radiance field techniques like Mip-NeRF 360, Ref-NeRF, and RawNeRF.

3.8K
Archived
Python
Computer Vision
ML Ops
Python
#neural-radiance-fields#computer-vision#machine-learning

NVlabs/VILA

VILA is a family of state-of-the-art vision language models (VLMs) for diverse multimodal AI tasks across the edge, data center, and cloud.

3.8K
Stable
Python
LLM Frameworks
Computer Vision
Python
#vision-language-model#multimodal-ai#edge-computing

HuaizhengZhang/AI-Infra-from-Zero-to-Hero

A comprehensive collection of resources and tutorials for building AI infrastructure and systems.

3.7K
Experimental
LLM Frameworks
ML Ops
#ai-infrastructure#machine-learning#llm

EliteQuant/EliteQuant

A quantitative finance framework for algorithmic trading, portfolio management, and asset pricing.

3.7K
Archived
API Frameworks
Databases
React
#algorithmic-trading#asset-management#asset-pricing

bytedance/byteps

A high-performance and generic framework for distributed deep neural network training

3.7K
Archived
Python
ML Ops
API Frameworks
Keras
#distributed-training#deep-learning#machine-learning

xtensor-stack/xtensor

A C++ library for multidimensional array operations with broadcasting and lazy computing.

3.7K
Active
C++
Databases
CLI Tools
#c++14#multidimensional-arrays#numpy
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