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543 search results found

Prem App ⭐ 431

Prem provides a unified environment to develop AI applications and deploy AI models on your infrastructure

Langtest ⭐ 430

Deliver safe & effective language models

LLMs and Machine Learning done easily

Mltrace ⭐ 418

Coarse-grained lineage and tracing for machine learning pipelines.

Hands On Train And Deploy Ml ⭐ 408

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

🧱 Databricks CLI eXtensions - aka dbx is a CLI tool for development and advanced Databricks workflows management.

Mlops V2 ⭐ 393

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

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

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

Encord Active ⭐ 385

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

skops is a Python library helping you share your scikit-learn based models and put them in production

Llm Client ⭐ 380

LLMClient - A simple library to build RAG + Reasoning + Function calling Agents + LLM Proxy + Tracing + Logging

Boostcamp Ai Tech Product Serving ⭐ 376

[Machine Learning Engineer Basic Guide] 부스트캠프 AI Tech - Product Serving 자료

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.

Bodywork Core ⭐ 358

ML pipeline orchestration and model deployments on Kubernetes, made really easy.

Awesome Open Data Annotation ⭐ 353

Open Source Data Annotation & Labeling Tools

Ai Software Startups ⭐ 351

A Survey of AI startups

Vertex Ai Mlops ⭐ 344

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

Awesome Open Mlops ⭐ 342

The Fuzzy Labs guide to the universe of open source MLOps

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.

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.

Awesome Ai Tools ⭐ 312

A curated list of Artificial Intelligence Top Tools

Unionml ⭐ 310

UnionML: the easiest way to build and deploy machine learning microservices

Mlops Platforms ⭐ 308

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

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

Serverless Ml Course ⭐ 296

Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

Terraform Provider Iterative ⭐ 286

☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

Kubernetes Mlops ⭐ 284

MLOps tutorial using Python, Docker and Kubernetes.

Distributed Ml Patterns ⭐ 270

Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

A tool for evaluating LLMs

Feathub ⭐ 255

FeatHub - A stream-batch unified feature store for real-time machine learning

Mlops Specialization Notes ⭐ 252

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

Fire up your models with the flame 🔥

Mlplatform Workshop ⭐ 235

🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more

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.

Mlstacks ⭐ 227

A series of Terraform based recipes to provision popular MLOps stacks on the cloud.

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Clearml Agent ⭐ 219

ClearML Agent - ML-Ops made easy. ML-Ops scheduler & orchestration solution

Openml Guide ⭐ 215

An extensive library of AI resources including books, courses, papers, guides, articles, tutorials, notebooks, AI field advancements and more.

Mlops With Vertex Ai ⭐ 211

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

HI-ML toolbox for deep learning for medical imaging and Azure integration

Active Learning As A Service ⭐ 206

A scalable & efficient active learning/data selection system for everyone.

Machine Learning ⭐ 206

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

Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.

Rust Mlops Template ⭐ 196

A work in progress to build out solutions in Rust for MLOPs

Hongbomiao.com ⭐ 194

A personal research and development (R&D) lab that facilitates the sharing of knowledge.

Fraudfinder ⭐ 190

Fraudfinder: A comprehensive lab series on how to build a real-time fraud detection system on Google Cloud

Deploykf ⭐ 186

deployKF builds world-class data and machine learning platforms on any Kubernetes cluster, in any cloud or environment.

Whitebox ⭐ 184

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

Openmodelz ⭐ 182

One-click machine learning deployment (LLM, text-to-image and so on) at scale on any cluster (GCP, AWS, Lambda labs, your home lab, or even a single machine).

Whylogs Java ⭐ 179

Profile and monitor your ML data pipeline end-to-end

Starwhale ⭐ 178

an MLOps/LLMOps platform

Flytekit ⭐ 175

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

Kedro Mlflow ⭐ 175

A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)

Mlops.toys ⭐ 170

🎲 A curated list of MLOps projects, tools and resources

Awesome Kubeflow ⭐ 169

A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)

Zenbytes ⭐ 169

A simple guide to MLOps through ZenML and its various integrations.

Bentoctl ⭐ 168

Fast model deployment on any cloud 🚀

Cicd Templates ⭐ 166

Manage your Databricks deployments and CI with code.

Simpleai ⭐ 163

An easy way to host your own AI API and expose alternative models, while being compatible with "open" AI clients.

A lightweight CLI tool for versioning data alongside source code and building data pipelines.

Post Modern Stack ⭐ 154

Joining the modern data stack with the modern ML stack

Kfp Tekton ⭐ 153

Kubeflow Pipelines on Tekton

Frouros ⭐ 153

Frouros: an open-source Python library for drift detection in machine learning systems.

Kubernetes-friendly ML model management, deployment, and serving.

Modelkit ⭐ 152

Toolkit for developing and maintaining ML models

Runbooks ⭐ 151

Finetune LLMs on K8s by using Runbooks

Gptrouter ⭐ 148

Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.

Babylog ⭐ 148

A lightweight logger for machine learning teams to log images and predictions in production.

Docker Containers ⭐ 143

Docker images for fastai

Transform your pythonic research to an artifact that engineers can deploy easily.

Actions Ml Cicd ⭐ 136

A Collection of GitHub Actions That Facilitate MLOps

Ml Model Ci ⭐ 135

MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

Awesome Sagemaker ⭐ 135

A curated list of references for Amazon SageMaker

Kubeflow Manifests ⭐ 134

KubeFlow on AWS

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.

Yet Another Lightning Hydra Template ⭐ 129

Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.

Mlops_videoanomalydetection ⭐ 128

Operationalize a video anomaly detection model with Azure ML

Athina Sdk ⭐ 127

LLM Testing SDK that helps you write and run tests to monitor your LLM app in production

Recommendations For Engineers ⭐ 123

All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.

Kraken CI is a continuous integration and testing system.

Aws Ml Jp ⭐ 120

SageMakerで機械学習モデルを構築、学習、デプロイする方法が学べるNotebookと教材集

Datachecks ⭐ 117

Open Source Data Quality Monitoring.

Tfx Addons ⭐ 116

Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

Clearml Serving ⭐ 115

ClearML - Model-Serving Orchestration and Repository Solution

Meow Learning ⭐ 114

This is a pick-your-problem style guide I created to educate everyone from my leadership team to my ML engineers on the process of how to work with AI in production settings.

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

Swanlab ⭐ 108

🧐SwanLab: track and visualize all the pieces of your machine learning pipeline. Join our WeChat ⬇️

Trubrics Sdk ⭐ 104

The first user analytics platform for AI models

Machine Learning ⭐ 103

All content related to machine learning from my blog

Fastapi Template ⭐ 101

Complete Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API as API framework.

ForML - A development framework and MLOps platform for the lifecycle management of data science projects

User documentation for KServe.

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: Python for ML I/O

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

Numerblox ⭐ 93

Solid Numerai pipelines

Automlops ⭐ 92

Build MLOps Pipelines in Minutes

Kubeflow Chart ⭐ 91

Kubeflow helm chart

Mloperator ⭐ 89

Machine Learning Operator & Controller for Kubernetes

101-200 of 543 search results

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