ML Ops

Explore 799 open source projects in ML Ops

Showing 321-340 of 799 projects

mdeff/fma

A dataset for music analysis and research, with support for deep learning and reproducible research.

2.6K

Archived

Jupyter Notebook

Datasets

ML Ops

#music-analysis#deep-learning#open-data

dmlc/gluon-nlp

An easy-to-use natural language processing library built on the Gluon deep learning framework.

2.5K

Archived

Python

LLM Frameworks

ML Ops

MXNet

#natural-language-processing#deep-learning#machine-learning

LiyuanLucasLiu/RAdam

A PyTorch optimizer that adapts the learning rate to reduce the variance of gradients, improving training performance.

2.5K

Archived

Python

ML Ops

CLI Tools

PyTorch

#optimizer#gradient-descent#machine-learning

znxlwm/UGATIT-pytorch

Official PyTorch implementation of U-GAT-IT, an unsupervised generative adversarial network for image-to-image translation.

2.5K

Archived

Python

Computer Vision

Inference

PyTorch

#computer-vision#image-translation#generative-adversarial-network

exacity/simplified-deeplearning

Simplified implementations of deep learning related works for developers interested in AI and machine learning.

2.5K

Archived

Jupyter Notebook

ML Ops

Inference

#deep-learning#machine-learning#tutorial

automl/Auto-PyTorch

Automated architecture search and hyperparameter optimization for PyTorch models.

2.5K

Archived

Python

AutoML

ML Ops

PyTorch

#automl#hyperparameter-optimization#deep-learning

median-research-group/LibMTL

LibMTL is a PyTorch library for building multi-task learning models for deep learning applications.

2.5K

Experimental

Python

LLM Frameworks

ML Ops

PyTorch

#deep-learning#multi-task-learning#multi-objective-optimization

aleju/papers

A collection of summaries for machine learning research papers, useful for developers interested in AI and deep learning.

2.5K

Archived

ML Ops

Tutorials & Courses

#machine-learning#deep-learning#research-papers

NVIDIA/physicsnemo

An open-source deep learning framework for building, training, and fine-tuning models using physics-ML methods.

2.5K

Active

Python

ML Ops

AI SDKs & Wrappers

PyTorch

#deep-learning#machine-learning#physics

scikit-learn-contrib/category_encoders

A library of scikit-learn compatible categorical variable encoders for machine learning applications.

2.5K

Active

Python

ML Ops

ORMs & Query Builders

scikit-learn

#machine-learning#data-preprocessing#categorical-encoding

meta-pytorch/torchrec

A PyTorch domain library for building recommendation systems using GPU-accelerated deep learning.

2.5K

Active

Python

ML Ops

API Frameworks

PyTorch

#recommendation-system#deep-learning#gpu

dragen1860/MAML-Pytorch

Elegant PyTorch implementation of the Model-Agnostic Meta-Learning (MAML) paper for AI/ML developers.

2.5K

Archived

Python

ML Ops

Fine-tuning

PyTorch

#machine-learning#meta-learning#pytorch

KomputeProject/kompute

Blazing-fast GPU compute framework built on Vulkan for advanced data processing use cases.

2.5K

Active

C++

ML Ops

Caching

#gpu-computing#deep-learning#machine-learning

sdatkinson/neural-amp-modeler

A Python library for emulating guitar amplifiers using neural networks.

2.5K

Active

Python

ML Ops

API Frameworks

Python

#neural-networks#audio-processing#guitar-amplifiers

XifengGuo/CapsNet-Keras

A Keras implementation of CapsNet, a deep learning model for image classification.

2.5K

Archived

Python

Computer Vision

ML Ops

Keras

#capsnet#capsule-network#dynamic-routing

DorsaRoh/Machine-Learning

This repository provides an educational resource for learning machine learning from scratch using Jupyter Notebooks.

2.4K

Stable

Jupyter Notebook

ML Ops

Tutorials & Courses

#machine-learning#jupyter-notebook#educational-resource

DarLiner/Algorithm_Interview_Notes-Chinese

A repository with notes and solutions for common algorithms and interview questions, especially for AI/ML roles.

2.4K

Archived

Python

Interview Prep

API Frameworks

#algorithms#interview-prep#machine-learning

reiinakano/scikit-plot

An intuitive Python library that adds plotting functionality to scikit-learn machine learning models

2.4K

Archived

Python

Data Visualization

ML Ops

#data-visualization#machine-learning#scikit-learn

microsoft/Graphormer

A general-purpose deep learning backbone for molecular modeling, suitable for AI-focused developers.

2.4K

Archived

Python

Computer Vision

ML Ops

Python

#ai4science#deep-learning#graph

jayinai/data-science-question-answer

A collection of data science related questions and answers for developers.

2.4K

Archived

Jupyter Notebook

Databases

ML Ops

#data-science#machine-learning#deep-learning

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