feature-store

There are 21 repositories under feature-store topic.

feast-dev / feast
The Open Source Feature Store for Machine Learning
machine-learning features ml big-data feature-store python mlops data-engineering data-science data-quality
Language:Python 5297
feathr-ai / feathr
Feathr – A scalable, unified data and AI engineering platform for enterprise
feature-engineering feature-store artificial-intelligence mlops data-engineering data-quality machine-learning apache-spark azure data-science feature-management feature-marketplace feature-governance feature-metadata feature-platform
Language:Scala 1936
featureform
featureform / featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
data-quality data-science embeddings embeddings-similarity feature-engineering feature-store hacktoberfest machine-learning ml mlops python vector-database
Language:Jupyter Notebook 1717
4paradigm / OpenMLDB
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
feature-engineering machine-learning featurestore in-memory-database database-for-machine-learning machine-learning-database feature-store feature-extraction database-for-ai featureops mlops
Language:C++ 1551
logicalclocks / hopsworks
Hopsworks - Data-Intensive AI platform with a Feature Store
feature-store aws azure data-science feature-engineering feature-management gcp governance kserve machine-learning mlops model-serving pyspark python serverless ml hopsworks
Language:Java 1087
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 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
3-pipeline-design airflow batch-processing cicd data-versioning docker fastapi feature-store gcp github-actions great-expectations hopsworks ml-monitoring mlops model-registry poetry python sktime streamlit weights-and-biases
Language:Python 795
featurestoreorg / serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
mlops serverless course feature-engineering feature-store machine-learning ml model-deployment
Language:Jupyter Notebook 488
alibaba / feathub
FeatHub - A stream-batch unified feature store for real-time machine learning
apache-flink data-engineering data-science feature-engineering feature-store machine-learning streaming data data-quality mlops
Language:Python 299
quintoandar / butterfree
A tool for building feature stores.
python package data-engineering etl-framework etl feature-store data-science pyspark
Language:Python 270
inlinedio / ikv-store
High-performance key-value store for ML inference. 100x faster than Redis.
cache database feature-store key-value-store machine-learning rust
Language:Rust 198
george0st / qgate-model
The ML/AI meta-model, the source for qgate-sln-<solution> such as MLRun/Iguazio, etc.
data-science feature-store mlops model quality-assessment quality-assurance testing quality-gate machine machine-learning iguazio mlrun
Language:Python 162
bytewax-hopsworks-example
Paulescu / bytewax-hopsworks-example
Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)
bytewax feature-engineering feature-store hopsworks machine-learning real-time
Language:Python 128
george0st / qgate-sln-mlrun
MLRun/Iguazio quality gate solution.
data-science feature-store iguazio mlops mlrun quality-assessment quality-assurance testing quality-gate machine-learning artificial-intelligence e2e
Language:Python 123
redis-developer / redis-ai-resources
✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
redis vector-search ai awesome-list ecosystem feature-store machine-learning vector-database
Language:Java 121
logicalclocks / hops-examples
Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops
tensorflow spark flink hive jupyter-notebook feature-store
Language:Jupyter Notebook 116
bytehub
bytehub-ai / bytehub
ByteHub: making feature stores simple
data-science data-engineering machine-learning feature-engineering dask pandas timeseries bytehub-cloud forecasting feature-store featurestore machinelearning machinelearning-python
Language:Python 57
bgokden / veri
Scalable Feature Store
feature-store golang knn knn-search machine-learning
Language:Go 55
logicalclocks / feature-store-api
Python - Java/Scala API for the Hopsworks feature store
feature-store hopsworks hsfs python scala spark
Language:Python 51
serodriguez68 / designing-ml-systems-summary
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-read for ML practitioners and Software Engineers Transitioning into ML.
artificial-intelligence data-distribution feature-engineering feature-store machine-learning mlops model-selection model-store responsible-ai responsible-ml
49
MatsMoll / aligned
The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt
ai data-contracts datacontracts dbt feature-engineering feature-store ml ml-ops mlops
Language:Python 47
feature-store
GokuMohandas / feature-store
Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.
data-engineering feast feature-store mlops
Language:Jupyter Notebook 45
fal-ai / dbt_feature_store
Build your feature store with macros right within your dbt repository
dbt dbt-packages feature-store
Language:Python 36
aws-samples / sagemaker-feature-store-real-time-recommendations
Build a real-time recommendation engine for an e-commerce website leveraging SageMaker Feature Store as a core component of the solution.
sagemaker feature-store feature-store-online kinesis kinesis-data-streams kinesis-data-analytics lambda
Language:Jupyter Notebook 29
alexisrolland / listof
:scroll: Simple and flexible application to manage configuration data aka lists of values.
mapping-tools list-of-values data-warehousing data-warehouse lists dimensions mapping feature-store
Language:Vue 16
RedisVentures / redis-feast-gcp
A demo of Redis Enterprise as the Online Feature Store deployed on GCP with Feast and NVIDIA Triton Inference Server.
feast gcp redis bigquery feature-store machine-learning nvidia google-cloud google-cloud-platform triton-inference-server vertex-ai
Language:Jupyter Notebook 14
Adyen / feast-spark-offline-store
This repo contains a plugin for feast to run an offline store on Spark
feature-store feast spark
Language:Python 13
yassine-rd / PaperWhiz
A simple app to help you find relevant machine learning papers to read.
cosine-similarity trubrics feature-store hopsworks model-registry content-based-recommendation sentence-transformers
Language:Jupyter Notebook 13
4paradigm / FeatInsight
FeatInsight is a feature platform based on OpenMLDB
feature feature-extraction feature-platform feature-store
Language:Vue 10
RedisVentures / redis-feast-ray
A demo pipeline of using Redis as an online feature store with Feast for orchestration and Ray for training and model serving
feast ray redis classification distributed-training feature-store loan-prediction xgboost
Language:Python 10
rodrigobaron / qafs
Quality Aware Feature Store
feature-store dataquality feature-engineering
Language:Python 8
awesome-mlops / awesome-feature-store
A curated list of awesome open source and commercial feature store tools and platforms 🚀
dataops datascience feature-engineering feature-extraction feature-scaling feature-selection feature-store kubernetes machine-learning mlops model-serving awesome awesome-list
7
MichaelHirn / feast-client
Feast Client SDK for Node.js
feast sdk feature-store typescript javascript nodejs
Language:TypeScript 6
RedisVentures / loan-prediction-microservice
An example of using Redis + RedisAI for a microservice that predicts consumer loan probabilities using Redis as a feature and model store and RedisAI as an inference server.
redisai feature-store inference-server redis fastapi xgboost loan-prediction onnx onnxruntime
Language:Jupyter Notebook 6
streamsql-io / streamsql
StreamSQL is a feature store for machine learning.
big-data data-analysis data-engineering feature-engineering feature-extraction feature-store machine-learning machinelearning-python mlops
5
databricks-industry-solutions / propensity
Get started with our Solution Accelerator for Propensity Scoring to build effective propensity scoring pipelines that: Enable the persistence, discovery and sharing of features across various model training exercises Quickly generate models by leveraging industry best practices Track and analyze the various model iterations generated
databricks-industry-solutions rcg feature-store cme
Language:Python 4
Adeemy / end-to-end-ml
An end-to-end ML project for tabular data.
docker feature-store hyperparameter-optimization machine-learning optuna tabular-data data-science
Language:Jupyter Notebook 3

feature-store

feast-dev / feast

feathr-ai / feathr

featureform / featureform

4paradigm / OpenMLDB

logicalclocks / hopsworks

iusztinpaul / energy-forecasting

featurestoreorg / serverless-ml-course

alibaba / feathub

quintoandar / butterfree

inlinedio / ikv-store

george0st / qgate-model

Paulescu / bytewax-hopsworks-example

george0st / qgate-sln-mlrun

redis-developer / redis-ai-resources

logicalclocks / hops-examples

bytehub-ai / bytehub

bgokden / veri

logicalclocks / feature-store-api

serodriguez68 / designing-ml-systems-summary

MatsMoll / aligned

GokuMohandas / feature-store

fal-ai / dbt_feature_store

aws-samples / sagemaker-feature-store-real-time-recommendations

alexisrolland / listof

RedisVentures / redis-feast-gcp

Adyen / feast-spark-offline-store

yassine-rd / PaperWhiz

4paradigm / FeatInsight

RedisVentures / redis-feast-ray

rodrigobaron / qafs

awesome-mlops / awesome-feature-store

MichaelHirn / feast-client

RedisVentures / loan-prediction-microservice

streamsql-io / streamsql

databricks-industry-solutions / propensity

Adeemy / end-to-end-ml