ML Ops

Explore 799 open source projects in ML Ops

Showing 421-440 of 799 projects

google/gemmlowp

A low-precision matrix multiplication library for performance-critical AI and machine learning applications.

1.8K
Archived
C++
ML Ops
API Frameworks
#matrix-multiplication#low-precision#performance

NVlabs/stylegan2-ada

StyleGAN2 implementation with adaptive discriminator augmentation (ADA) for training high-quality generative models.

1.8K
Archived
Python
Computer Vision
ML Ops
Python
#generative-models#image-synthesis#machine-learning

rentruewang/koila

A Python library that helps prevent CUDA out of memory errors in PyTorch models with just 1 line of code.

1.8K
Active
Python
ML Ops
API Frameworks
PyTorch
#deep-learning#memory-management#out-of-memory

fastmachinelearning/hls4ml

A library for running machine learning models on FPGAs using high-level synthesis (HLS) tools.

1.8K
Active
Python
ML Ops
FPGA
Python
#fpga#hls#machine-learning

jakevdp/sklearn_tutorial

Tutorial materials for the scikit-learn machine learning library in Python.

1.8K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Python
#machine-learning#data-science#scikit-learn

microsoft/Cream

A collection of Microsoft's work on NAS and Vision Transformer for efficient AI models.

1.8K
Archived
Python
Computer Vision
ML Ops
Python
#automl#efficiency#knowledge-distillation

LuChengTHU/dpm-solver

Official code for a fast ODE solver for diffusion probabilistic model sampling in 10 steps

1.8K
Archived
Python
Diffusion Models
ML Ops
Python
#diffusion-models#score-based-generative-models#stable-diffusion

google/compare_gan

This repository contains code for comparing Generative Adversarial Networks (GANs), a type of machine learning model.

1.8K
Archived
Python
Generative Models
API Frameworks
Python
#machine-learning#generative-adversarial-networks#computer-vision

trevorstephens/gplearn

A Python library for Genetic Programming with a scikit-learn inspired API for developers building AI tools.

1.8K
Active
Python
ML Ops
CLI Tools
Python
#genetic-programming#machine-learning#symbolic-regression

datawhalechina/team-learning-data-mining

A repository containing materials for Datawhale's team-based data mining/machine learning learning projects.

1.8K
Archived
Jupyter Notebook
Tutorials & Courses
Databases
#data-mining#machine-learning#team-learning

apache/fluss

Apache Fluss is a real-time streaming storage platform built for big data analytics.

1.8K
Active
Java
Databases
Realtime
#big-data#real-time-analytics#streaming

google/CausalImpact

An R package for causal inference in time series analysis, useful for data-driven decision making.

1.8K
Stable
R
ML Ops
ORMs & Query Builders
#causal-inference#time-series#data-analysis

NVlabs/few-shot-vid2vid

PyTorch implementation for few-shot photorealistic video-to-video translation.

1.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#video-translation#few-shot-learning

OpenPPL/ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

1.8K
Archived
Python
Inference
API Frameworks
PyTorch
#neural-network#quantization#deep-learning

OryxProject/oryx

A distributed real-time machine learning platform built on Apache Spark and Kafka for large-scale workloads.

1.8K
Archived
Java
ML Ops
API Frameworks
Apache Spark
#real-time#machine-learning#big-data

benedekrozemberczki/awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

1.8K
Active
Python
ML Ops
Data Mining
#fraud-detection#data-mining#classification

tomlepaine/fast-wavenet

A fast and efficient implementation of the WaveNet model for speech synthesis in Python.

1.8K
Archived
Python
ML Ops
ML Ops
TensorFlow
#deep-learning#speech-synthesis#wavenet

scikit-learn-contrib/lightning

Large-scale linear classification, regression, and ranking library for Python developers.

1.8K
Archived
Python
ML Ops
API Frameworks
Python
#machine-learning#classification#regression

facebookresearch/TensorComprehensions

A domain-specific language for expressing machine learning workloads, useful for vibe coders building with AI tools.

1.8K
Archived
C++
ML Ops
API Frameworks
#machine-learning#domain-specific-language#tensor-comprehensions

dynamicslab/pysindy

A package for the sparse identification of nonlinear dynamical systems from data

1.8K
Active
Python
ML Ops
Machine Learning
#dynamical-systems#nonlinear-dynamics#model-discovery
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