ML Ops

Explore 799 open source projects in ML Ops

Showing 161-180 of 799 projects

open-edge-platform/anomalib

An open-source anomaly detection library with state-of-the-art algorithms and features like experiment management and edge inference.

5.4K
Active
Python
Computer Vision
Inference
Python
#anomaly-detection#anomaly-localization#anomaly-segmentation

ibab/tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper for generating high-quality speech audio.

5.4K
Archived
Python
ML Ops
Computer Vision
TensorFlow
#speech-generation#audio-processing#deep-learning

zhaoxin94/awesome-domain-adaptation

A curated list of resources related to domain adaptation, a technique used to improve AI model performance on new datasets.

5.4K
Stable
ML Ops
Tutorials & Courses
#domain-adaptation#transfer-learning#machine-learning

tkipf/pygcn

PyTorch implementation of Graph Convolutional Networks, a powerful machine learning technique for graph data.

5.4K
Archived
Python
ML Ops
API Frameworks
PyTorch
#graph-neural-networks#graph-convolutional-networks#machine-learning

volcano-sh/volcano

A Cloud Native Batch System for running AI/ML workloads on Kubernetes at scale.

5.4K
Active
Go
ML Ops
API Frameworks
Kubernetes
#ai#batch-processing#kubernetes

Eventual-Inc/Daft

High-performance data engine for AI and multimodal workloads, processing images, audio, video, and structured data at scale.

5.3K
Active
Rust
ML Ops
ETL & Pipelines
Rust
#ai-engineering#data-engineering#distributed

tensorflow/tpu

Reference models and tools for Cloud TPUs, a hardware accelerator for machine learning.

5.3K
Stable
Jupyter Notebook
ML Ops
API Frameworks
#machine-learning#tensorflow#tpu

google/tf-quant-finance

High-performance TensorFlow library for quantitative finance applications.

5.2K
Experimental
Python
ML Ops
API Frameworks
TensorFlow
#finance#quantitative-finance#high-performance-computing

microsoft/SynapseML

SynapseML is a simple and distributed machine learning library for building and deploying AI models at scale.

5.2K
Active
Scala
ML Ops
Big Data
Apache Spark
#machine-learning#distributed-computing#big-data

apple/coremltools

Core ML tools for converting, editing, and validating machine learning models for deployment.

5.2K
Active
Python
ML Ops
CLI Tools
PyTorch
#machine-learning#model-conversion#model-validation

ashleve/lightning-hydra-template

A user-friendly template for ML experimentation using PyTorch Lightning and Hydra.

5.2K
Archived
Python
Build Tools
ML Ops
PyTorch
#deep-learning#config#reproducibility

kootenpv/whereami

A Python library that uses WiFi signals and machine learning to predict your location.

5.1K
Archived
Python
ML Ops
CLI Tools
Python
#indoor-positioning#wifi-signal#access-point

awslabs/gluonts

A Python library for probabilistic time series modeling and forecasting, useful for data scientists and ML engineers.

5.1K
Stable
Python
ML Ops
Databases
PyTorch
#time-series#forecasting#deep-learning

rapidsai/cuml

A high-performance machine learning library for CUDA-enabled GPUs, accelerating data science workflows.

5.1K
Active
C++
ML Ops
API Frameworks
#cuda#gpu#machine-learning

rasbt/mlxtend

A Python library of extension and helper modules for data analysis and machine learning.

5.1K
Active
Python
ML Ops
Databases
Python
#machine-learning#data-science#data-mining

facebookresearch/moco

PyTorch implementation of the MoCo self-supervised learning framework for computer vision tasks.

5.1K
Active
Python
Computer Vision
ML Ops
PyTorch
#self-supervised-learning#computer-vision#mlops

victoresque/pytorch-template

A PyTorch template for deep learning projects with easy setup and organization.

5.1K
Archived
Python
ML Ops
CLI Tools
PyTorch
#deep-learning#pytorch#machine-learning

rasbt/machine-learning-book

A Python library for learning machine learning and deep learning using PyTorch and Scikit-Learn.

5.0K
Active
Jupyter Notebook
ML Ops
Computer Vision
PyTorch
#machine-learning#deep-learning#computer-vision

NVlabs/Sana

SANA is an efficient high-resolution image synthesis library using a linear diffusion transformer.

5.0K
Active
Python
Computer Vision
Inference
PyTorch
#diffusion#text-to-image-generation#transformers

transcranial/keras-js

Run Keras models in the browser, with GPU support using WebGL

5.0K
Archived
JavaScript
ML Ops
Frontend Frameworks
React
#deep-learning#javascript#keras
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