ML Ops

Explore 798 open source projects in ML Ops

Showing 81-100 of 798 projects

NVIDIA/cutlass

A high-performance linear algebra library for GPU-accelerated deep learning and other applications.

9.4K
Active
C++
ML Ops
API Frameworks
C++
#cuda#deep-learning#gpu

dotnet/machinelearning

An open-source machine learning framework for .NET that enables developers to build AI-powered applications.

9.3K
Active
C#
ML Ops
dotnet
#machine-learning#dotnet#algorithms

Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies

A curated collection of 300+ case studies from 80+ companies, detailing practical ML system design insights.

9.3K
Stable
ML Ops
Tutorials & Courses
#machine-learning#system-design#case-studies

replicate/cog

A set of containers for running machine learning models and applications on various ML frameworks.

9.3K
Active
Go
ML Ops
Docker
#machine-learning#deep-learning#containers

huseinzol05/Stock-Prediction-Models

Machine learning and deep learning models for stock forecasting, including trading bots and simulations.

9.2K
Archived
Jupyter Notebook
ML Ops
API Frameworks
#stock-prediction#stock-forecasting#trading-bot

Cadene/pretrained-models.pytorch

A PyTorch library with pre-trained convolutional networks for various computer vision tasks.

9.1K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#computer-vision#pre-trained-models#deep-learning

NVIDIA/apex

A PyTorch extension that provides tools for easy mixed precision and distributed training in PyTorch.

8.9K
Active
Python
ML Ops
PyTorch
#pytorch#mixed-precision#distributed-training

RedditSota/state-of-the-art-result-for-machine-learning-problems

This repository provides the latest state-of-the-art results for a wide range of machine learning problems.

8.9K
Archived
ML Ops
#machine-learning#benchmarks#datasets

catboost/catboost

A high-performance gradient boosting library for machine learning tasks on CPUs and GPUs.

8.8K
Active
C++
ML Ops
API Frameworks
Python
#machine-learning#gradient-boosting#decision-trees

modelscope/modelscope

ModelScope is an open-source AI framework that brings the notion of Model-as-a-Service to life, providing a comprehensive suite of tools for building, deploying, and managing AI models.

8.8K
Active
Python
LLM Frameworks
Computer Vision
Python
#machine-learning#deep-learning#computer-vision

mage-ai/mage-ai

mage-ai is a Python-based platform for building, running, and managing data pipelines and integrating/transforming data.

8.7K
Active
Python
ETL & Pipelines
ML Ops
Python
#data-pipelines#data-transformation#data-integration

delta-io/delta

An open-source data lakehouse framework that enables building data pipelines with leading big data compute engines.

8.6K
Active
Scala
ETL & Pipelines
API Frameworks
Spark
#big-data#data-engineering#data-lakehouse

vahidk/EffectiveTensorflow

Comprehensive TensorFlow tutorials and best practices for deep learning and machine learning developers.

8.6K
Archived
ML Ops
Tutorials & Courses
TensorFlow
#deep-learning#machine-learning#neural-network

tensorflow/tfjs-core

A WebGL-accelerated JavaScript library for machine learning and deep learning on the web.

8.5K
Archived
TypeScript
ML Ops
Frontend Frameworks
React
#machine-learning#deep-learning#gpu-acceleration

MorvanZhou/PyTorch-Tutorial

A comprehensive PyTorch tutorial for building neural networks and AI models with ease

8.5K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
PyTorch
#machine-learning#deep-learning#neural-networks

aladdinpersson/Machine-Learning-Collection

A comprehensive collection of machine learning and deep learning resources for developers.

8.4K
Archived
Python
ML Ops
Computer Vision
PyTorch
#machine-learning#deep-learning#pytorch

facebookarchive/caffe2

Caffe2 is a lightweight, scalable deep learning framework for building and deploying AI models.

8.4K
Archived
Shell
ML Ops
API Frameworks
#deep-learning#machine-learning#ai-framework

facebookresearch/DiT

Official PyTorch implementation of a scalable diffusion model with Transformers for AI-powered applications.

8.4K
Archived
Python
LLM Frameworks
Computer Vision
PyTorch
#diffusion-model#transformer#computer-vision

lawlite19/MachineLearning_Python

A Python library for implementing various machine learning algorithms.

8.4K
Archived
Python
ML Ops
Tutorials & Courses
Python
#machine-learning#python#algorithms

nebuly-ai/optimate

A collection of Python libraries to optimize AI model performance, with a focus on large language models and deep learning.

8.4K
Archived
Python
LLM Frameworks
ML Ops
Python
#ai-optimization#model-performance#llm
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