ML Ops

Explore 798 open source projects in ML Ops

Showing 701-720 of 798 projects

aws/deep-learning-containers

One-stop shop for running AI/ML on AWS with Docker, EC2, ECS, EKS, and SageMaker

1.1K
Active
Python
ML Ops
BaaS Platforms
Docker
#aws#docker#ec2

majianjia/nnom

A higher-level neural network library for microcontrollers and embedded systems.

1.1K
Archived
C
ML Ops
Arduino & Embedded
#embedded#iot#machine-learning

abhishek-ch/around-dataengineering

A comprehensive knowledge hub for data engineering, machine learning, and MLOps tools and practices.

1.1K
Archived
Python
ETL & Pipelines
ML Ops
Python
#data-engineering#machine-learning#mlops

NVIDIA-Merlin/NVTabular

NVTabular is a feature engineering and preprocessing library for tabular data used in recommender systems.

1.1K
Stable
Python
ML Ops
ETL & Pipelines
Python
#deep-learning#feature-engineering#feature-selection

hendrycks/robustness

A library for studying the robustness of computer vision models to various corruptions and perturbations.

1.1K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#model-robustness#dataset-corruption

THUMNLab/AutoGL

An AutoML framework & toolkit for machine learning on graphs, using PyTorch and PyTorch Geometric.

1.1K
Stable
Python
ML Ops
Caching
PyTorch
#automl#graph-neural-networks#hyperparameter-optimization

lvgalvao/data-engineering-roadmap

Comprehensive roadmap for data engineering and AI development in Python

1.1K
Active
Python
ETL & Pipelines
ML Ops
Python
#data-engineering#machine-learning#python

kexinhuang12345/DeepPurpose

A deep learning toolkit for drug discovery, drug-target interaction, and protein function prediction.

1.1K
Archived
Jupyter Notebook
ML Ops
Databases
Jupyter Notebook
#bioinformatics#drug-discovery#drug-target-interaction

Pokee-AI/PokeeResearchOSS

Pokee Deep Research Model Open Source Repo - a Python library for AI and machine learning research and development.

1.1K
Stable
Python
LLM Frameworks
ML Ops
Python
#ai#machine-learning#research

easystats/performance

R package for evaluating the quality and performance of statistical models in R.

1.1K
Active
R
ML Ops
Analytics & Modeling
R
#r#statistics#model-evaluation

kenshohara/video-classification-3d-cnn-pytorch

Video classification tools using 3D ResNet for action recognition and computer vision tasks.

1.1K
Archived
Python
Computer Vision
ML Ops
PyTorch
#action-recognition#computer-vision#deep-learning

balzer82/Kalman

A Python implementation of the Kalman filter, a powerful algorithm for state estimation and tracking.

1.1K
Archived
Jupyter Notebook
ML Ops
#kalman-filter#state-estimation#tracking

julvo/reloading

A Python utility for hot-reloading code without losing state, useful for AI/ML development.

1.1K
Archived
Python
ML Ops
CLI Tools
#hot-reload#interactive#python

harvardnlp/pytorch-struct

A fast, general, and tested differentiable structured prediction library for PyTorch.

1.1K
Archived
Jupyter Notebook
ML Ops
API Frameworks
PyTorch
#structured-prediction#differentiable#machine-learning

ryfeus/lambda-packs

A collection of pre-compiled packages for AWS Lambda, useful for AI/ML and other serverless workloads.

1.1K
Archived
Python
Serverless
ML Ops
AWS Lambda
#aws#lambda#serverless

dmlc/mshadow

A lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for machine learning.

1.1K
Archived
C++
ML Ops
API Frameworks
#matrix#tensor#machine-learning

facebookresearch/fairseq2

FAIR Sequence Modeling Toolkit 2 is a powerful PyTorch-based library for training custom language models and sequence-to-sequence models.

1.1K
Active
Python
LLM Frameworks
API Frameworks
PyTorch
#natural-language-processing#sequence-modeling#deep-learning

PrunaAI/pruna

Pruna is a model optimization framework that helps developers deliver faster, more efficient AI models with minimal overhead.

1.1K
Active
Python
ML Ops
Inference
Python
#model-optimization#machine-learning#ai-tooling

chongzhou96/EdgeSAM

Official PyTorch implementation of a prompt-based distillation method for on-device deployment of the Segment Anything Model (SAM).

1.1K
Experimental
Jupyter Notebook
Computer Vision
Inference
PyTorch
#computer-vision#on-device-ai#segmentation

offchan42/machine-learning-curriculum

A comprehensive curriculum for learning machine learning and AI development in Python.

1.1K
Archived
ML Ops
Tutorials & Courses
Python
#machine-learning#deep-learning#neural-networks
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