feature-store · GitHub Topics

feast-dev / feast

#计算机科学#The Open Source Feature Store for AI/ML

机器学习 features big-data feature-store Python mlops data-engineering 数据科学 data-quality

Python 6.14 k

5 天前

featureform / featureform

#计算机科学#The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

机器学习数据科学 vector-database embeddings-similarity embeddings Hacktoberfest feature-store mlops data-quality feature-engineering Python

Go 1.91 k

1 个月前

feathr-ai / feathr

#计算机科学#Feathr – A scalable, unified data and AI engineering platform for enterprise

feature-engineering feature-store 人工智能 mlops data-engineering data-quality 机器学习 Apache Spark Azure 数据科学 feature-management

Scala 1.9 k

1 年前

4paradigm / OpenMLDB

#计算机科学#OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

feature-engineering 机器学习 featurestore in-memory-database feature-store feature-extraction mlops

C++ 1.64 k

1 个月前

logicalclocks / hopsworks

#计算机科学#Hopsworks - Data-Intensive AI platform with a Feature Store

feature-store Amazon Web Services Azure 数据科学 feature-engineering feature-management Google 云 governance kserve 机器学习 mlops model-serving pyspark Python Serverless

Java 1.23 k

4 个月前

iusztinpaul / energy-forecasting

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤...

airflow batch-processing feature-store Actions mlops Python CI/CD Docker FastAPI Google 云 great-expectations ml-monitoring poetry sktime Streamlit weights-and-biases data-versioning

Python 923

1 年前

featurestoreorg / serverless-ml-course

#计算机科学#Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

mlops Serverless course feature-engineering feature-store 机器学习 model-deployment

Jupyter Notebook 639

9 个月前

decodingml / personalized-recommender-course

👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.

feature-store mlops Python course recommender-system 教程

Jupyter Notebook 464

2 个月前

george0st / qgate-model

#计算机科学#ML/AI meta-model, used in MLRun/Iguazio/Nuclio, see qgate-sln-<MLRun | solution>

数据科学 feature-store mlops quality-assurance Testing 机器学习

Python 409

14 天前

alibaba / feathub

#计算机科学#FeatHub - A stream-batch unified feature store for real-time machine learning

apache-flink data-engineering 数据科学 feature-engineering feature-store 机器学习 streaming data data-quality mlops

Python 333

1 年前

quintoandar / butterfree

A tool for building feature stores.

Python package data-engineering etl-framework etl feature-store 数据科学 pyspark

Python 303

9 天前

george0st / qgate-sln-mlrun

#计算机科学#MLRun/Iguazio/Nuclio quality gate solution. The solution checks a quality of MLRun implementation/delivery.

数据科学 feature-store mlops quality-assurance Testing 机器学习人工智能 e2e genai

Python 301

1 个月前

redis-developer / redis-ai-resources

#Awesome#✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.

Redis vector-search 人工智能 Awesome Lists ecosystem feature-store 机器学习 vector-database

Jupyter Notebook 244

9 天前

pixeltable / pixeltable

#大语言模型#Pixeltable — AI Data infrastructure providing a declarative, incremental approach for multimodal workloads.

大语言模型 genai 机器视觉人工智能数据科学数据库 multimodal vector-database 机器学习聊天机器人 feature-engineering feature-store mlops

Python 241

5 天前

inlinedio / ikv-store

#计算机科学#High-performance key-value store for ML inference. 100x faster than Redis.

数据库 key-value-store 机器学习 cache feature-store Rust

Rust 221

1 年前

serodriguez68 / designing-ml-systems-summary

#计算机科学#A detailed summary of "Designing Machine Learning Systems" by Chip Huyen. This book gives you and end-to-end view of all the steps required to build AND OPERATE ML products in production. It is a must...

人工智能 feature-engineering feature-store 机器学习 mlops model-selection responsible-ai responsible-ml

143

2 年前