ML Ops

Explore 798 open source projects in ML Ops

Showing 121-140 of 798 projects

guess-js/guess

Provides libraries and tools for enabling machine learning-driven user experiences on the web.

7.1K
Active
TypeScript
Frontend Frameworks
ML Ops
React
#machine-learning#web-performance#prefetch

probml/pyprobml

Python code for a book on probabilistic machine learning, with support for various ML frameworks.

7.0K
Stable
Jupyter Notebook
ML Ops
Books & Guides
PyTorch
#machine-learning#probabilistic-programming#jupyter-notebooks

likedan/Awesome-CoreML-Models

Largest list of pre-trained machine learning models for Apple's Core ML framework for iOS 11+.

7.0K
Experimental
Python
ML Ops
iOS
#machine-learning#core-ml#coreml

afshinea/stanford-cs-230-deep-learning

A collection of cheatsheets for the Stanford CS 230 Deep Learning course, covering key concepts and techniques.

6.9K
Archived
ML Ops
Cheatsheets
#deep-learning#convolutional-neural-networks#recurrent-neural-networks

openai/point-e

A Python library for generating 3D models from point clouds using diffusion models.

6.9K
Archived
Python
Computer Vision
ML Ops
Python
#point-cloud#3d-generation#diffusion-models

tensorflow/tfjs-examples

Examples built with TensorFlow.js, a library for building machine learning models in the browser.

6.8K
Stable
JavaScript
ML Ops
Frontend Frameworks
React
#machine-learning#tensorflow#examples

Angel-ML/angel

A flexible and powerful parameter server for large-scale machine learning models and distributed training.

6.8K
Stable
Java
ML Ops
API Frameworks
Scala
#machine-learning#distributed-training#parameter-server

flyteorg/flyte

A flexible workflow orchestration platform that seamlessly integrates data, ML, and analytics stacks.

6.8K
Active
Go
ML Ops
API Frameworks
Go
#workflow-orchestration#data-integration#machine-learning

ml5js/ml5-library

A friendly machine learning library for the web, providing easy-to-use AI/ML capabilities for developers.

6.6K
Archived
JavaScript
ML Ops
Frontend Frameworks
p5js
#machine-learning#deep-learning#computer-vision

deepchem/deepchem

An open-source Python library for democratizing deep learning in drug discovery, quantum chemistry, materials science, and biology.

6.6K
Active
Python
ML Ops
Databases
#drug-discovery#quantum-chemistry#materials-science

clearml/clearml

ClearML is an MLOps/LLMOps solution that streamlines AI/ML workloads with experiment management, data management, pipelines, orchestration, and serving.

6.6K
Active
Python
ML Ops
API Frameworks
Python
#ai#mlops#llmops

codertimo/BERT-pytorch

A PyTorch implementation of Google's BERT language model, a powerful tool for natural language processing tasks.

6.5K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#bert#language-model#nlp

google/automl

Google Brain's AutoML is a library for building and deploying custom AI models using state-of-the-art computer vision techniques.

6.5K
Experimental
Jupyter Notebook
Computer Vision
ML Ops
Jupyter Notebook
#automl#computer-vision#machine-learning

CompVis/taming-transformers

A library for high-resolution image synthesis using transformers, focused on computer vision applications.

6.4K
Archived
Jupyter Notebook
Computer Vision
API Frameworks
Jupyter Notebook
#computer-vision#image-synthesis#transformers

cleverhans-lab/cleverhans

An adversarial example library for building attacks, defenses, and benchmarking ML security

6.4K
Archived
Jupyter Notebook
ML Ops
API Frameworks
Jupyter Notebook
#machine-learning#security#benchmarking

rtqichen/torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

6.4K
Experimental
Python
ML Ops
API Frameworks
PyTorch
#ode-solver#gpu-acceleration#backpropagation

tensorflow/serving

A flexible, high-performance serving system for deploying and managing machine learning models.

6.3K
Stable
C++
ML Ops
API Frameworks
TensorFlow
#machine-learning#model-serving#tensorflow

DEAP/deap

A Python library for building and optimizing evolutionary algorithms.

6.3K
Stable
Python
ML Ops
CLI Tools
#evolutionary-algorithms#optimization#genetic-algorithms

haifengl/smile

Smile is a comprehensive statistical machine learning and data science library for Java developers.

6.3K
Active
Java
ML Ops
Databases
#machine-learning#data-science#statistics

tensorpack/tensorpack

A high-performance, flexible neural network training interface on TensorFlow for deep learning researchers and engineers.

6.3K
Archived
Python
ML Ops
API Frameworks
TensorFlow
#deep-learning#machine-learning#neural-networks
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