Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for artificial intelligence mlops
artificial-intelligence
x
mlops
x
31 search results found
Awesome Mlops
⭐
11,723
A curated list of references for MLOps
Openllm
⭐
7,871
Operating LLMs in production
Deeplake
⭐
7,689
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
Metaflow
⭐
7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
Ml Engineering
⭐
6,720
Machine Learning Engineering Open Book
Bentoml
⭐
6,488
The most flexible way to serve AI models in production
Clearml
⭐
5,190
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
Aim
⭐
4,497
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
Superduperdb
⭐
3,924
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
Zenml
⭐
3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
Polyaxon
⭐
3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Awesome Mlops
⭐
3,233
😎 A curated list of awesome MLOps tools
Argilla
⭐
3,097
Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
Kserve
⭐
3,035
Standardized Serverless ML Inference Platform on Kubernetes
Giskard
⭐
2,509
🐢 The testing framework for ML models, from tabular to LLMs
Alldata
⭐
2,130
🔥🔥 AllData大数据产品是可定义数据中台,以数据平台为底座,以数据中台为桥梁,以机器学习平台为中层框
Nextpy
⭐
1,893
⚡Pure Python App Framework: For Humans & LLMs🤖 World's first AMS🥇
Feathr
⭐
1,886
Feathr – A scalable, unified data and AI engineering platform for enterprise
Cube Studio
⭐
1,710
cube studio开源云原生一站式机器学习/深度学习AI平台,支持sso登录,多租户/多项目组,数据资产对
Training Operator
⭐
1,447
Distributed ML Training and Fine-Tuning on Kubernetes
Mlreef
⭐
1,403
The collaboration workspace for Machine Learning
State Of Open Source Ai
⭐
1,348
📕 Clarity in the current fast-paced mess of Open Source innovation
Vertex Ai Samples
⭐
1,172
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
Awesome Seml
⭐
1,135
A curated list of articles that cover the software engineering best practices for building machine learning applications.
Sematic
⭐
913
An open-source ML pipeline development platform
Onepanel
⭐
704
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
Neumai
⭐
693
Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
Deep Learning In Cloud
⭐
670
List of Deep Learning Cloud Providers
Ck
⭐
559
Collective Mind (CM) is a lightweight, non-intrusive and technology-agnostic workflow automation framework to run and manage diverse AI/ML applications, benchmarks and research projects on any platform with any software and hardware via a common, simple and human-readable interface
Lantern
⭐
530
PostgreSQL vector database extension for building AI applications
Aqueduct
⭐
482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
Prem App
⭐
431
Prem provides a unified environment to develop AI applications and deploy AI models on your infrastructure
Llm Client
⭐
380
LLMClient - A simple library to build RAG + Reasoning + Function calling Agents + LLM Proxy + Tracing + Logging
Awesome Open Data Annotation
⭐
353
Open Source Data Annotation & Labeling Tools
Ai Software Startups
⭐
351
A Survey of AI startups
Awesome Ai Tools
⭐
312
A curated list of Artificial Intelligence Top Tools
Machine Learning Goodness
⭐
235
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
Hi Ml
⭐
210
HI-ML toolbox for deep learning for medical imaging and Azure integration
Machine Learning
⭐
206
Learn AI together, for free. AI learning and teaching resources for everyone.
Deploykf
⭐
186
deployKF builds world-class data and machine learning platforms on any Kubernetes cluster, in any cloud or environment.
Starwhale
⭐
178
an MLOps/LLMOps platform
Mlops Workload Orchestrator
⭐
129
The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model productionization. This solution is an extendable framework that provides a standard interface for managing ML pipelines for AWS ML services and third-party services.
Clearml Serving
⭐
115
ClearML - Model-Serving Orchestration and Repository Solution
Intelligent App Workshop
⭐
114
Immersive workshop showcasing the remarkable potential of integrating SoTA foundation models to enhance product experiences and streamline backend workflows. Leverages Microsoft's Copilot stack, Semantic Kernel and Azure primitives to offer an engaging and comprehensive introduction to AI-infused app development and deployment
Forml
⭐
100
ForML - A development framework and MLOps platform for the lifecycle management of data science projects
Vectorhub
⭐
95
VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector retrieval to their ML stack.
Pymilo
⭐
94
PyMilo: Python for ML I/O
Omegaml
⭐
93
MLOps simplified. From ML Pipeline ⇨ Data Product without the hassle
Monai Deploy
⭐
87
MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.
Client
⭐
87
DagsHub client libraries
Saturn
⭐
86
Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.
Ai Privacy Toolkit
⭐
79
A toolkit for tools and techniques related to the privacy and compliance of AI models.
Genai Stack
⭐
77
An End to End GenAI Framework
Fasttrackml
⭐
77
Experiment tracking server focused on speed and scalability
Monai Deploy App Sdk
⭐
74
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
Fai Model
⭐
71
FriendliAI Model Hub
K3ai
⭐
69
A lightweight tool to get an AI Infrastructure Stack up in minutes not days. K3ai will take care of setup K8s for You, deploy the AI tool of your choice and even run your code on it.
Awesome Ai Safety
⭐
64
A curated list of papers & technical articles on AI Quality & Safety 📚
Fuseml
⭐
61
FuseML aims to provide an MLOps framework as the medium dynamically integrating together the AI/ML tools of your choice. It's an extensible tool built through collaboration, where Data Engineers and DevOps Engineers can come together and contribute with reusable integration code.
Haystack Core Integrations
⭐
60
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards
Truss Examples
⭐
60
Examples of models deployable with Truss
Pipertool
⭐
56
Platform for data science and machine learning prototyping. Developed by Tatradev.com
Shelf
⭐
52
a Wide Shelf for AI and Data Science | Resources 🍔
Waterdip
⭐
40
Open-source ML Observability Platform
Www Project Machine Learning Security Top 10
⭐
39
OWASP Machine Learning Security Top 10 Project
Ai On Openshift
⭐
38
AI-on-OpenShift website source code
Ntcore
⭐
37
Deploy and Monitor ML Model in Any Cloud
Ds2
⭐
37
Easiest way to use AI models without coding (Web UI & API support)
Acharya
⭐
35
A Data Centric annotation tool for your Named Entity Recognition projects
Fakefinder
⭐
32
FakeFinder builds a modular framework for evaluating various deepfake detection models, offering a web application as well as API access for integration into existing workflows.
Modsysml
⭐
32
Model management toolkit for continuous model improvement. Evaluate and compare LLM outputs, test quality, catch regressions and automate.
Allainews_sources
⭐
31
A list of online news & info sources in the AI/ML/Data Science space
Mlops Python Package
⭐
30
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
Vevestax
⭐
24
2 Lines of code to track ML experiments + EDA + check into Github
Cs329s Covid Prediction
⭐
24
This repository is a work-in-progress ML production pipeline for detecting Covid-19 from cough sounds and clinical information.
Friendli Client
⭐
23
Friendli: the fastest serving engine for generative AI such as LLMs
Cartpole Rl Remote
⭐
22
CartPole game by Reinforcement Learning, a journey from training to inference
Weeklycuration
⭐
20
Interesting links I saw, every week
Chromadb Chart
⭐
20
Chart for deploying ChromaDB in Kubernetes
Unitxt
⭐
19
🦄 Unitxt: a python library for getting data fired up and set for training and evaluation
Mlrepa Library
⭐
19
ML REPA Library: MLOps and ML Engineering Solutions for Success
Ck Mlops
⭐
18
A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow automation meta-framework with portable MLOps and DevOps components here:
Pipelime Python
⭐
18
A swiss army knife for data processing!
Aligned
⭐
17
Aligned describes data dependencies in ML systems, and reduce technical data debt
Examples Gallery
⭐
17
Sample notebooks that use the Openlayer Python API
Glide
⭐
17
🐦 A Lightweight, Cloud-Native LLM Gateway
Ai_book
⭐
17
AI book for everyone
Vertex Edge
⭐
16
A tool for training models to Vertex on Google Cloud Platform.
Cnvrg Operator
⭐
16
cnvrg operator for deploying cnvrg.io K8s native AI/MLOps platform
Awesome Aiml Data Ops
⭐
15
Awesome AI -ML-Data Ops
Awesome Ai Tutorials
⭐
15
The best collection of AI tutorials to make you a boss of Data Science!
Datasette Ml
⭐
13
A Datasette plugin providing an MLOps platform to train, eval and predict machine learning models
Geniusrise
⭐
13
Geniusrise: Framework for building geniuses
Bpmn.ai Patterns
⭐
12
Integration patterns - Using AI in business processes
Dslinter
⭐
10
`dslinter` is a pylint plugin for linting data science and machine learning code. We plan to support the following Python libraries: TensorFlow, PyTorch, Scikit-Learn, Pandas and NumPy.
Logikon
⭐
9
Analyzing and scoring reasoning traces of LLMs
Mlops
⭐
8
Open-source tool for tracking & monitoring machine learning models.
Mlops
⭐
8
Framework for building ML apps
Great Ai
⭐
7
Transform your prototype AI code into production-ready software.
Mlops Course
⭐
6
This repository teaches how to train, evaluate and deploy ML models using MLFlow
Related Searches
Python Artificial Intelligence (7,821)
Machine Learning Artificial Intelligence (4,477)
Jupyter Notebook Artificial Intelligence (2,676)
Artificial Intelligence Neural Network (1,732)
Deep Learning Artificial Intelligence (1,352)
Java Artificial Intelligence (1,340)
Artificial Intelligence Chatgpt (1,141)
Artificial Intelligence Tensorflow (1,092)
Artificial Intelligence Natural Language Processing (1,043)
Artificial Intelligence Computer Vision (1,009)
1-31 of 31 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.