Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: mlops

Repositories

buarki/snapmath

Simple calculator using ML and image processing.

Language: Jupyter Notebook - Size: 12.8 MB - Last synced: 22 minutes ago - Pushed: about 2 hours ago - Stars: 0 - Forks: 0

ashishtele/MLOps

End to End toy example of MLOps

Language: Jupyter Notebook - Size: 1.43 MB - Last synced: 24 minutes ago - Pushed: about 2 hours ago - Stars: 7 - Forks: 2

someoneorlov/styx

ML News Analysis Service

Language: Python - Size: 35.4 MB - Last synced: about 3 hours ago - Pushed: about 4 hours ago - Stars: 1 - Forks: 0

Oxid15/cascade

Lightweight and modular MLOps library targeted at small teams or individuals

Language: Python - Size: 42 MB - Last synced: about 3 hours ago - Pushed: about 5 hours ago - Stars: 16 - Forks: 0

visenger/awesome-mlops

A curated list of references for MLOps

Size: 1.47 MB - Last synced: about 4 hours ago - Pushed: 2 days ago - Stars: 11,807 - Forks: 1,784

kserve/website

User documentation for KServe.

Language: HTML - Size: 93.7 MB - Last synced: about 6 hours ago - Pushed: about 7 hours ago - Stars: 103 - Forks: 101

pytorch/serve

Serve, optimize and scale PyTorch models in production

Language: Java - Size: 93.7 MB - Last synced: about 8 hours ago - Pushed: about 20 hours ago - Stars: 3,977 - Forks: 806

EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Size: 2.18 MB - Last synced: 11 minutes ago - Pushed: 1 day ago - Stars: 16,158 - Forks: 2,152

aws/amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Language: Jupyter Notebook - Size: 618 MB - Last synced: about 2 hours ago - Pushed: about 3 hours ago - Stars: 9,540 - Forks: 6,608

GoogleCloudPlatform/vertex-ai-samples

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

Language: Jupyter Notebook - Size: 94.2 MB - Last synced: about 1 hour ago - Pushed: about 14 hours ago - Stars: 1,378 - Forks: 729

iAlexMlops/MLPlatform

PET project for building an ML platform

Size: 2.5 MB - Last synced: about 9 hours ago - Pushed: about 10 hours ago - Stars: 2 - Forks: 0

george0st/qgate-sln-mlrun

MLRun/Iguazio quality gate solution.

Language: Python - Size: 2.69 MB - Last synced: about 11 hours ago - Pushed: about 12 hours ago - Stars: 122 - Forks: 7

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

Language: Python - Size: 65.1 MB - Last synced: about 8 hours ago - Pushed: 1 day ago - Stars: 7,734 - Forks: 593

dagster-io/dagster

An orchestration platform for the development, production, and observation of data assets.

Language: Python - Size: 949 MB - Last synced: about 12 hours ago - Pushed: about 15 hours ago - Stars: 10,330 - Forks: 1,284

omegaml/omegaml

MLOps simplified. From ML Pipeline ⇨ Data Product without the hassle

Language: Python - Size: 81.6 MB - Last synced: about 12 hours ago - Pushed: about 12 hours ago - Stars: 95 - Forks: 14

devopscorner/nifi

Production Grade Nifi & Nifi Registry. Deploy for VM (Virtual Machine) with Terraform + Ansible, Helm & Helmfile for Kubernetes (EKS)

Language: Python - Size: 12.3 MB - Last synced: about 9 hours ago - Pushed: about 14 hours ago - Stars: 10 - Forks: 0

Upsonic/On-Prem

Self-Driven Autonomous Python Libraries

Language: Python - Size: 6.12 MB - Last synced: about 12 hours ago - Pushed: about 15 hours ago - Stars: 6 - Forks: 0

tensorchord/Awesome-LLMOps

An awesome & curated list of best LLMOps tools for developers

Language: Shell - Size: 184 KB - Last synced: about 12 hours ago - Pushed: 4 days ago - Stars: 3,106 - Forks: 311

SHamzehzadeh/mlops-k8s-kubeflow-gpu

This repository provides a guide for deploying Kubeflow on a self-managed Kubernetes cluster set up on bare metal hardware, enabling you to leverage the processing power of GPUs available on worker nodes. CRI-O, a lightweight alternative to Docker, is utilised as the container runtime engine.

Size: 2.93 KB - Last synced: about 15 hours ago - Pushed: about 16 hours ago - Stars: 0 - Forks: 0

weaviate/weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

Language: Go - Size: 962 MB - Last synced: about 15 hours ago - Pushed: 1 day ago - Stars: 9,657 - Forks: 640

kwame-mintah/terraform-aws-machine-learning-pipeline

Deploy Machine Learning resources within AWS via Terraform for MLOps.

Language: HCL - Size: 270 KB - Last synced: about 15 hours ago - Pushed: about 16 hours ago - Stars: 1 - Forks: 0

arv-anshul/yt-watch-history

Analyse your YouTube watch history using Data Science, ML and NLP.

Language: Python - Size: 188 KB - Last synced: about 16 hours ago - Pushed: about 17 hours ago - Stars: 9 - Forks: 3

m3dev/gokart

Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.

Language: Python - Size: 996 KB - Last synced: about 17 hours ago - Pushed: about 19 hours ago - Stars: 299 - Forks: 56

qdrant/qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Language: Rust - Size: 18 MB - Last synced: about 17 hours ago - Pushed: about 18 hours ago - Stars: 18,103 - Forks: 1,227

lancedb/lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Language: Rust - Size: 15.2 MB - Last synced: about 17 hours ago - Pushed: about 20 hours ago - Stars: 3,305 - Forks: 169

ronylpatil/cicd-aws

Built e2e ci/cd pipeline with GitHub Actions, Docker, Amazon ECR and hosted to AWS EC2

Language: Python - Size: 502 KB - Last synced: about 19 hours ago - Pushed: about 20 hours ago - Stars: 0 - Forks: 0

ocademy-ai/machine-learning

Learn AI together, for free. AI learning and teaching resources for everyone.

Language: Jupyter Notebook - Size: 998 MB - Last synced: about 20 hours ago - Pushed: about 22 hours ago - Stars: 213 - Forks: 90

annnvv/mlops_zoomcamp

Language: Jupyter Notebook - Size: 5.47 MB - Last synced: about 21 hours ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

sematic-ai/sematic

An open-source ML pipeline development platform

Language: Python - Size: 19.4 MB - Last synced: about 2 hours ago - Pushed: 26 days ago - Stars: 947 - Forks: 55

flyteorg/flyte

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Language: Go - Size: 295 MB - Last synced: about 8 hours ago - Pushed: about 15 hours ago - Stars: 4,833 - Forks: 519

deployKF/deployKF

deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.

Language: Shell - Size: 669 KB - Last synced: about 21 hours ago - Pushed: about 21 hours ago - Stars: 272 - Forks: 32

LoopMind-AI/loopquest

A Production Tool for Embodied AI

Language: Python - Size: 2.93 MB - Last synced: about 8 hours ago - Pushed: about 23 hours ago - Stars: 27 - Forks: 0

aimhubio/aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Language: Python - Size: 62.5 MB - Last synced: about 5 hours ago - Pushed: about 7 hours ago - Stars: 4,823 - Forks: 287

arthur-ai/bench

A tool for evaluating LLMs

Language: TypeScript - Size: 10.4 MB - Last synced: 20 minutes ago - Pushed: 1 day ago - Stars: 332 - Forks: 32

d-run/drun-docs

d.run website

Language: Python - Size: 67.7 MB - Last synced: about 19 hours ago - Pushed: 1 day ago - Stars: 8 - Forks: 6

kubeflow/pipelines

Machine Learning Pipelines for Kubeflow

Language: Python - Size: 347 MB - Last synced: about 6 hours ago - Pushed: about 9 hours ago - Stars: 3,454 - Forks: 1,552

Ayush-Patel-10/RAG-using-Azure-Databricks-CI-CD

End-to-end deployment of a scalable RAG chatbot utilizing LangChain for retrieval-based QnA. The project leverages robust CI/CD practices integrating MLFlow with emphasizes on cost analysis.

Size: 292 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 1

wmpauli/knowledge_distillation

Language: Python - Size: 76.8 MB - Last synced: 1 day ago - Pushed: over 4 years ago - Stars: 9 - Forks: 19

zenml-io/awesome-open-data-annotation

Open Source Data Annotation & Labeling Tools

Size: 43.9 KB - Last synced: about 4 hours ago - Pushed: 7 months ago - Stars: 393 - Forks: 29

ClusterlessHQ/clusterless-aws-examples

Slowly evolving example apps that use the Clusterless cli

Language: Jsonnet - Size: 18.6 KB - Last synced: 1 day ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

Labelbox/labelbox-python

A data-centric AI Platform for Building & Using AI

Language: Python - Size: 177 MB - Last synced: about 11 hours ago - Pushed: about 20 hours ago - Stars: 92 - Forks: 57

patbi/100_Days_of_Data_Engineering_ML_AI_DL

100 Days of Data Engineering / ML_AI_DL

Language: Python - Size: 37.9 MB - Last synced: about 9 hours ago - Pushed: 1 day ago - Stars: 2 - Forks: 1

ErdemOzgen/Data-Engineering-Roadmap

Roadmap for Data Engineering

Language: Java - Size: 1.98 MB - Last synced: about 6 hours ago - Pushed: 3 days ago - Stars: 145 - Forks: 24

whylabs/whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

Language: Jupyter Notebook - Size: 166 MB - Last synced: about 8 hours ago - Pushed: about 18 hours ago - Stars: 2,556 - Forks: 116

DataTalksClub/mlops-zoomcamp

Free MLOps course from DataTalks.Club

Language: Jupyter Notebook - Size: 10.3 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 9,195 - Forks: 1,728

adev3141/shell-buddy

Commandline helper AI

Language: JavaScript - Size: 174 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

awslabs/aiops-modules

AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large Language Models (LLM) and GenAI development and operations on AWS

Language: Python - Size: 1.78 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 20 - Forks: 11

great-expectations/great_expectations_action

A GitHub Action that makes it easy to use Great Expectations to validate your data pipelines in your CI workflows.

Language: Jupyter Notebook - Size: 25.5 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 77 - Forks: 11

coretex-ai/coretex-jobs

Template jobs available in Coretex platform, ranging from various simple actions like sending an email or parsing a file to full pipelines such as DNA alignment and object detection in images.

Language: Python - Size: 5.54 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 6

Giskard-AI/giskard

🐢 Open-Source Evaluation & Testing framework for LLMs and ML models

Language: Python - Size: 176 MB - Last synced: 4 days ago - Pushed: 6 days ago - Stars: 3,163 - Forks: 199

octo-technology/VIO

Visual Inspection Orchestrator is a modular framework made to ease the deployment of VI usecases

Language: Python - Size: 191 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 11 - Forks: 1

mmRoshani/mlops-cli

Automated MLOPS configuration with MLOPS cli tool

Language: Python - Size: 49.8 KB - Last synced: about 16 hours ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

akuity/awesome-argo

A curated list of awesome projects and resources related to Argo (a CNCF graduated project)

Size: 326 KB - Last synced: about 21 hours ago - Pushed: 2 days ago - Stars: 1,805 - Forks: 149

AgileRL/AgileRL

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

Language: Python - Size: 53.4 MB - Last synced: about 17 hours ago - Pushed: 1 day ago - Stars: 497 - Forks: 38

audeering/audb

Manage audio and video databases

Language: Python - Size: 26 MB - Last synced: about 19 hours ago - Pushed: 1 day ago - Stars: 20 - Forks: 1

deepset-ai/haystack-core-integrations

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards

Language: Python - Size: 3.51 MB - Last synced: about 17 hours ago - Pushed: about 18 hours ago - Stars: 65 - Forks: 52

geniusrise/geniusrise

Geniusrise: Framework for building geniuses

Language: Python - Size: 7.95 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 56 - Forks: 4

webmakaka/aiops.ru

[aiops.ru] sources

Language: SCSS - Size: 3.23 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

onepanelio/onepanel

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.

Language: Go - Size: 29.4 MB - Last synced: about 1 hour ago - Pushed: about 1 year ago - Stars: 705 - Forks: 70

caseywhorton/deep-ar-mlops-project

This repo automates training of a Deep-AR algorithm using a Sagemaker pipeline.

Language: Python - Size: 162 KB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

statmike/vertex-ai-mlops

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

Language: Jupyter Notebook - Size: 1.05 GB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 409 - Forks: 190

Striveworks/valor

Valor is a centralized evaluation store which makes it easy to measure, explore, and rank model performance.

Language: Python - Size: 27.6 MB - Last synced: 28 days ago - Pushed: 29 days ago - Stars: 34 - Forks: 0

DAGWorks-Inc/burr

Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, persist, and execute on your own infrastructure.

Language: Python - Size: 19.1 MB - Last synced: 19 days ago - Pushed: 23 days ago - Stars: 409 - Forks: 22

whylabs/whylogs-examples

A collection of WhyLogs examples in various languages

Language: Jupyter Notebook - Size: 8.76 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 48 - Forks: 19

shashankag14/mlops-template

MLOps project template to integrate robust and reliable machine learning pipelines in production.

Language: Python - Size: 180 KB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

getindata/kedro-azureml

Kedro plugin to support running workflows on Microsoft Azure ML Pipelines

Language: Python - Size: 3.53 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 31 - Forks: 14

kelvins/awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

Language: Python - Size: 457 KB - Last synced: 2 days ago - Pushed: 4 days ago - Stars: 3,598 - Forks: 512

HijoBejuco/mlops_google_cloud

🤖 Deploying ML Algorithms using Vertex AI from Google Cloud Platform 🌿

Language: Jupyter Notebook - Size: 644 KB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

microsoft/llmops-promptflow-template

LLMOps with Prompt Flow is a "LLMOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

Language: Python - Size: 5.54 MB - Last synced: 1 day ago - Pushed: 3 days ago - Stars: 165 - Forks: 152

argilla-io/argilla

Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

Language: Python - Size: 663 MB - Last synced: 28 days ago - Pushed: about 1 month ago - Stars: 3,084 - Forks: 305

JatinSingh28/Medical-MNIST-MLOPs-CT-CD

This project integrates Airflow, EC2, MLFlow, and MLOps principles to deploy a robust pipeline for classifying medical MNIST images. Streamlit enables user-friendly image uploads, MLFlow handles model registry and inference, while Airflow automates data updates and model retraining on AWS EC2.

Language: Python - Size: 351 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

demml/opsml

A common interface for registering, validating and auditing machine learning artifacts

Language: Python - Size: 286 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 0

mlrun/mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Language: Python - Size: 60.4 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 1,309 - Forks: 237

DagsHub/client

DagsHub client libraries

Language: Python - Size: 3.08 MB - Last synced: 1 day ago - Pushed: 3 days ago - Stars: 90 - Forks: 23

SeldonIO/seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

Language: HTML - Size: 228 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 4,230 - Forks: 821

amikos-tech/chromadb-data-pipes

ChromaDB Data Pipes 🖇️ - The easiest way to get data into and out of ChromaDB

Language: Python - Size: 3.24 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 4 - Forks: 1

microsoft/nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Language: Python - Size: 127 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 13,778 - Forks: 1,805

heigvd-software-engineering/swissimage-vision

SwissImage satellite image segmentation

Language: Python - Size: 40.7 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

datarobot/airflow-provider-datarobot

DataRobot provider for Apache Airflow

Language: Python - Size: 195 KB - Last synced: 3 days ago - Pushed: 30 days ago - Stars: 28 - Forks: 9

smazzanti/mrmr

mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

Language: Python - Size: 292 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 474 - Forks: 72

cepdnaclk/e19-co544-Bitcoin-Cost-Forecast-System

BitPredictor - A cutting-edge machine learning-based solution for predicting cryptocurrency prices. Harnessing the power of advanced algorithms and data analysis techniques, this system aims to provide accurate and timely forecasts for Bitcoin and other cryptocurrencies.

Language: Jupyter Notebook - Size: 12.8 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 4