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The Top 23 Mlops Open Source Projects

Open source projects categorized as Mlops
Categories > Mlops
Prem App ⭐ 431
Prem provides a unified environment to develop AI applications and deploy AI models on your infrastructure
most recent commit 5 months ago
Langtest ⭐ 430
Deliver safe & effective language models
total releases 43most recent commit 3 months ago
Sagify ⭐ 422
LLMs and Machine Learning done easily
total releases 49most recent commit 3 months ago
Mltrace ⭐ 418
Coarse-grained lineage and tracing for machine learning pipelines.
total releases 8most recent commit 2 years ago
Hands On Train And Deploy Ml ⭐ 408
Train and Deploy an ML REST API to predict crypto prices, in 10 steps
most recent commit 8 months ago
Dbx ⭐ 398
🧱 Databricks CLI eXtensions - aka dbx is a CLI tool for development and advanced Databricks workflows management.
most recent commit 7 months ago
Mlops V2 ⭐ 393
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
most recent commit 5 months ago
Fsdl Text Recognizer 2022 Labs ⭐ 393
Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-t
most recent commit 3 months ago
Mrmr ⭐ 386
mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.
dependent packages 3total releases 9most recent commit 7 months agopypi mrmr-selection} Downloads
Skops ⭐ 385
skops is a Python library helping you share your scikit-learn based models and put them in production
dependent packages 8total releases 12most recent commit 4 months agopypi skops} Downloads
Encord Active ⭐ 385
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
total releases 75most recent commit 3 months ago
Llm Client ⭐ 380
LLMClient - A simple library to build RAG + Reasoning + Function calling Agents + LLM Proxy + Tracing + Logging
total releases 31most recent commit 4 months ago
Boostcamp Ai Tech Product Serving ⭐ 376
[Machine Learning Engineer Basic Guide] 부스트캠프 AI Tech - Product Serving 자료
most recent commit 3 months ago
Resourcebank_cv_nlp_mlops_2022 ⭐ 375
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
most recent commit a year ago
Bodywork Core ⭐ 358
ML pipeline orchestration and model deployments on Kubernetes, made really easy.
total releases 62most recent commit 2 years ago
Awesome Open Data Annotation ⭐ 353
Open Source Data Annotation & Labeling Tools
most recent commit 6 months ago
Ai Software Startups ⭐ 351
A Survey of AI startups
most recent commit 8 months ago
Vertex Ai Mlops ⭐ 344
Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
most recent commit 3 months ago
Awesome Open Mlops ⭐ 342
The Fuzzy Labs guide to the universe of open source MLOps
most recent commit 2 years ago
Modelstore ⭐ 334
🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.
total releases 18most recent commit 3 months ago
Python Mlops Cookbook ⭐ 317
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.
most recent commit 10 months ago
Awesome Ai Tools ⭐ 312
A curated list of Artificial Intelligence Top Tools
most recent commit 3 months ago
Unionml ⭐ 310
UnionML: the easiest way to build and deploy machine learning microservices
total releases 19most recent commit 7 months ago
The 10 Latest Releases In Mlops Open Source Projects
Jupyter Manager ⭐ 9
🪐 🎛️ User interface to manage your Jupyter platform.
total releases 3latest release May 18, 2023most recent commit 3 months ago
Babylog ⭐ 148
A lightweight logger for machine learning teams to log images and predictions in production.
total releases 6latest release May 03, 2023most recent commit a year ago
Neptune Optuna ⭐ 8
🚀 Optuna visualization dashboard that lets you log and monitor hyperparameter sweep live.
dependent packages 4total releases 13latest release March 16, 2023most recent commit 8 months agopypi neptune-optuna} Downloads
Liga ⭐ 9
Liga: Let Data Dance with ML Models
total releases 5latest release February 16, 2023most recent commit 7 months ago
Raptor ⭐ 136
Transform your pythonic research to an artifact that engineers can deploy easily.
total releases 22latest release February 15, 2023most recent commit 6 months ago
Mlops ⭐ 8
Framework for building ML apps
total releases 49latest release January 31, 2023most recent commit 7 months ago
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