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microsoft/nni

An open-source AutoML toolkit for automating the machine learning lifecycle, including feature engineering, neural architecture search, and hyperparameter tuning.

14.3K
Archived
Python
ML Ops
PyTorch
#automated-machine-learning#automl#hyperparameter-tuning

EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes ML pipelines using genetic programming.

10.0K
Stable
Jupyter Notebook
AutoML
scikit-learn
#automated-machine-learning#hyperparameter-optimization#model-selection

alteryx/featuretools

An open-source Python library for automated feature engineering in machine learning.

7.6K
Active
Python
Automated Machine Learning
ETL & Pipelines
Python
#automated-feature-engineering#machine-learning#data-science

alibaba/Alink

Alink is a machine learning algorithm platform built on Apache Flink, developed by Alibaba's PAI team.

3.6K
Archived
Java
ML Ops
Databases
#machine-learning#flink#data-mining

mljar/mljar-supervised

An AutoML Python package for tabular data with feature engineering, hyperparameter tuning, and automatic documentation.

3.2K
Experimental
Python
ML Ops
Databases
Python
#automated-machine-learning#automl#tabular-data

Visualize-ML/Book6_First-Course-in-Data-Science

A book on data science, covering topics from basic math to machine learning using Python and Jupyter Notebooks.

2.6K
Stable
Jupyter Notebook
Databases
Machine Learning
Jupyter Notebook
#data-science#machine-learning#data-visualization

apachecn/fe4ml-zh

A book on feature engineering for machine learning, written in Python and JavaScript.

2.6K
Archived
JavaScript
Machine Learning Ops
Books & Guides
Python
#machine-learning#feature-engineering#python

apache/hamilton

Hamilton is an open-source ETL framework that helps data scientists and engineers build modular, testable dataflows with lineage and metadata.

2.4K
Active
Jupyter Notebook
ETL & Pipelines
MLOps
Python
#etl#data-engineering#data-science

metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations.

2.4K
Stable
Scala
ML Ops
API Frameworks
Scala
#automl#personalization#ranking

feature-engine/feature_engine

Open-source Python library for feature engineering and selection, compatible with scikit-learn.

2.2K
Active
Python
Feature Engineering
ORMs & Query Builders
scikit-learn
#feature-engineering#feature-extraction#feature-selection

featureform/featureform

The Virtual Feature Store that turns existing data infrastructure into a feature store for machine learning.

2.0K
Experimental
Go
Feature Engineering
Vector Databases
Go
#data-quality#data-science#embeddings

feathr-ai/feathr

Feathr is a scalable, unified data and AI engineering platform for enterprises, with features like feature engineering, feature governance, and a feature marketplace.

1.9K
Archived
Scala
Feature Flags
MLOps
Apache Spark
#data-engineering#feature-engineering#feature-governance

LastAncientOne/Deep_Learning_Machine_Learning_Stock

A collection of code and resources for analyzing and predicting stock market behavior using deep learning and machine learning.

1.7K
Archived
Jupyter Notebook
Machine Learning
Data Science
Jupyter Notebook
#stock-analysis#stock-prediction#data-science

4paradigm/OpenMLDB

OpenMLDB is an open-source machine learning database that provides a feature platform for training and inference.

1.7K
Active
C++
ML Ops
Databases
#database-for-ai#feature-engineering#feature-extraction

ClimbsRocks/auto_ml

Automated machine learning for analytics & production use cases powered by popular ML libraries.

1.7K
Archived
Python
ML Ops
ETL & Pipelines
scikit-learn
#automated-machine-learning#data-science#production-ready

Yimeng-Zhang/feature-engineering-and-feature-selection

A comprehensive guide to feature engineering and feature selection techniques in Python, with examples.

1.6K
Archived
Jupyter Notebook
Data Mining
Documentation
Jupyter Notebook
#feature-engineering#feature-selection#machine-learning

asavinov/intelligent-trading-bot

An intelligent trading bot that generates signals and trades using machine learning and feature engineering.

1.6K
Active
Python
Machine Learning
API Frameworks
Python
#algorithmic-trading#crypto-trading#feature-engineering

pixeltable/pixeltable

A Python-based data infrastructure platform for declarative, incremental multimodal AI workloads.

1.6K
Active
Python
Vector Databases
Vector Databases
#ai#data-infrastructure#vector-database

winedarksea/AutoTS

Automated Time Series Forecasting library for Python with advanced features like deep learning and feature engineering.

1.4K
Active
Python
ML Ops
Time Series
#time-series#forecasting#feature-engineering

logicalclocks/hopsworks

Hopsworks is a feature store and MLOps platform for data-intensive AI and machine learning applications.

1.3K
Experimental
Java
ML Ops
Feature Store
#feature-store#mlops#machine-learning
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