ML Ops

Explore 799 open source projects in ML Ops

Showing 501-520 of 799 projects

keras-team/keras-contrib

A community-driven repository for Keras, a popular deep learning library for Python.

1.6K
Archived
Python
ML Ops
API Frameworks
Tensorflow
#deep-learning#data-science#neural-networks

dennybritz/chatbot-retrieval

This repository provides a dual LSTM encoder model for generating dialog responses using machine learning.

1.6K
Archived
Jupyter Notebook
LLM Frameworks
API Frameworks
Jupyter Notebook
#dialogue-generation#language-modeling#lstm

thunlp/TAADpapers

A collection of must-read papers on adversarial attacks and defenses for natural language processing.

1.6K
Experimental
Python
ML Ops
Computer Vision
Python
#adversarial-attacks#adversarial-defense#natural-language-processing

samim23/polymath

Converts any music library into a sample-library using machine learning techniques.

1.6K
Archived
Python
ML Ops
API Frameworks
Python
#audio#machine-learning#music

cvg/nice-slam

NICE-SLAM is a neural implicit approach for scalable 3D reconstruction and localization.

1.6K
Archived
Python
Computer Vision
ML Ops
Python
#3d-reconstruction#slam#deep-learning

Kotlin/kotlindl

A high-level deep learning framework written in Kotlin and inspired by Keras.

1.6K
Archived
Kotlin
ML Ops
API Frameworks
Kotlin
#deeplearning#gpu#tensorflow

google/uncertainty-baselines

High-quality implementations of standard and state-of-the-art methods for Bayesian and probabilistic machine learning.

1.6K
Active
Python
ML Ops
Fine-tuning
TensorFlow
#bayesian-methods#probabilistic-programming#data-science

BloodAxe/pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle competition tools

1.6K
Stable
Python
Computer Vision
CLI Tools
PyTorch
#deep-learning#image-processing#object-detection

jundongl/scikit-feature

An open-source feature selection repository in Python for machine learning tasks.

1.6K
Archived
Python
ML Ops
Data Processing
Python
#machine-learning#feature-engineering#data-preprocessing

tensorflow/model-optimization

A toolkit to optimize machine learning models for deployment, including quantization and pruning.

1.6K
Active
Python
ML Ops
API Frameworks
TensorFlow
#machine-learning#model-optimization#quantization

spotify/voyager

An approximate nearest-neighbor search library for Python and Java with a focus on ease of use and simplicity.

1.6K
Stable
C++
ML Ops
API Frameworks
Java
#machine-learning#nearest-neighbor-search#hnsw

vturrisi/solo-learn

A library of self-supervised methods for visual representation learning powered by PyTorch Lightning.

1.6K
Active
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#representation-learning

instacart/lore

Lore makes machine learning approachable for software engineers and maintainable for ML researchers.

1.6K
Archived
Python
ML Ops
CLI Tools
Python
#machine-learning#python#cli

miracleyoo/pytorch-lightning-template

A PyTorch Lightning template that makes it easy to adapt your existing PyTorch code to use the Lightning framework.

1.5K
Archived
Jupyter Notebook
ML Ops
API Frameworks
PyTorch
#pytorch#deep-learning#config

hi-primus/optimus

Agile data preparation workflows made easy with popular Python data science libraries.

1.5K
Archived
Python
ETL & Pipelines
API Frameworks
#big-data-cleaning#data-analysis#data-cleaning

GoogleCloudPlatform/cloudml-samples

A collection of sample code for Google Cloud's Machine Learning Engine, now migrated to the Vertex AI samples repo.

1.5K
Archived
Python
ML Ops
Keras
#cloudml#gcp#machine-learning

pytorch/FBGEMM

A high-performance GEMM library for deep learning inference on CPUs, developed by Facebook.

1.5K
Active
C++
ML Ops
API Frameworks
#deep-learning#inference#cpu-optimization

combust/mleap

MLeap is a library for deploying machine learning pipelines to production using Scala, Python, and Spark.

1.5K
Active
Scala
ML Ops
API Frameworks
Scala
#machine-learning#pipeline#production

alibaba/Pai-Megatron-Patch

Official repo for Pai-Megatron-Patch, a large language model and visual language model training framework developed by Alibaba Cloud.

1.5K
Stable
Python
LLM Frameworks
ML Ops
Python
#large-language-model#visual-language-model#distributed-training

google-ai-edge/LiteRT

LiteRT is Google's on-device framework for high-performance ML & GenAI deployment on edge platforms.

1.5K
Active
C++
Inference
ML Ops
C++
#machine-learning#edge-computing#inference
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