ML Ops

Explore 799 open source projects in ML Ops

Showing 461-480 of 799 projects

ScottfreeLLC/AlphaPy

A Python AutoML library for building trading systems and sports betting models.

1.7K
Stable
Python
ML Ops
API Frameworks
Python
#trading#sports-betting#backtesting

airaria/TextBrewer

A PyTorch-based toolkit for knowledge distillation in natural language processing tasks.

1.7K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#bert#distillation#knowledge

yyfz/Pi3

Efficient visual geometry learning for AI-powered applications with permutation-equivariant representations.

1.7K
Active
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#deep-learning#equivariant-representations

bytedance/Protenix

A trainable PyTorch reproduction of the AlphaFold 3 protein structure prediction model.

1.7K
Stable
Python
LLM Frameworks
Computer Vision
PyTorch
#protein-structure-prediction#deep-learning#bioinformatics

4paradigm/OpenMLDB

OpenMLDB is an open-source machine learning database that provides a feature platform for training and inference.

1.7K
Active
C++
ML Ops
Databases
#database-for-ai#feature-engineering#feature-extraction

mlr-org/mlr

A comprehensive machine learning library for R, providing a unified interface to a wide range of algorithms.

1.7K
Stable
R
ML Ops
ORMs & Query Builders
#machine-learning#data-science#classification

elixir-nx/axon

Nx-powered Neural Networks library for building deep learning models in Elixir

1.7K
Active
Elixir
ML Ops
API Frameworks
#deep-learning#neural-networks#elixir

topepo/caret

An R package for training and plotting classification and regression models.

1.7K
Archived
R
ML Ops
ML Ops
#machine-learning#data-science#model-training

tczhangzhi/pytorch-distributed

A quickstart and benchmark for PyTorch distributed training, useful for ML/AI developers.

1.7K
Archived
Python
ML Ops
API Frameworks
PyTorch
#distributed-training#pytorch#benchmarking

microsoft/EdgeML

A collection of machine learning algorithms for edge devices developed by Microsoft Research India.

1.7K
Archived
C++
ML Ops
API Frameworks
PyTorch
#edge-computing#machine-learning-algorithms#microsoft-research

open-mmlab/mmrazor

An open-source toolbox and benchmark for model compression and acceleration in PyTorch.

1.7K
Archived
Python
ML Ops
API Frameworks
PyTorch
#model-compression#model-acceleration#benchmark

jadianes/spark-py-notebooks

Apache Spark and Python tutorials for big data analysis and machine learning as Jupyter notebooks.

1.7K
Archived
Jupyter Notebook
Databases
ETL & Pipelines
Jupyter Notebook
#big-data#data-analysis#data-science

koordinator-sh/koordinator

A QoS-based scheduling system for optimal layout and status of workloads like microservices, AI jobs, etc.

1.7K
Active
Go
API Frameworks
Containerization
Kubernetes
#cloud-native#cost-optimization#scheduling

zwang4/awesome-machine-learning-in-compilers

A collection of research papers and tools related to using machine learning for compiler and system optimization.

1.7K
Active
ML Ops
Build Tools
#machine-learning#compilers#optimization

benhamner/Metrics

A Python library that provides a collection of commonly used machine learning evaluation metrics.

1.7K
Archived
Python
ML Ops
#machine-learning#evaluation-metrics#python

ClimbsRocks/auto_ml

Automated machine learning for analytics & production use cases powered by popular ML libraries.

1.7K
Archived
Python
ML Ops
ETL & Pipelines
scikit-learn
#automated-machine-learning#data-science#production-ready

datamllab/tods

An automated time-series outlier detection system built with Python for anomaly detection and autoML.

1.7K
Archived
Python
ML Ops
Time Series
#anomaly-detection#automl#time-series-analysis

openai/Video-Pre-Training

This is a Python library for learning to act by watching unlabeled online videos using Video PreTraining (VPT).

1.7K
Stable
Python
Computer Vision
ML Ops
Python
#computer-vision#machine-learning#video-processing

facebookresearch/CrypTen

A framework for Privacy Preserving Machine Learning in Python.

1.6K
Archived
Python
ML Ops
API Frameworks
#privacy-preserving#machine-learning#cryptography

pytorch-tabular/pytorch_tabular

A standard framework for modeling deep learning models for tabular data in PyTorch.

1.6K
Active
Python
ML Ops
API Frameworks
PyTorch
#deep-learning#tabular-data#machine-learning
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