featuretools
Feature generator
Automated feature engineering tool for creating new features from existing data
An open source python library for automated feature engineering
7k stars
158 watching
880 forks
Language: Python
last commit: almost 2 years agoLinked from 7 awesome lists
automated-feature-engineeringautomated-machine-learningautomldata-sciencefeature-engineeringmachine-learningpythonscikit-learn
Related projects:
| Repository | Description | Stars |
|---|---|---|
| A Python feature engineering engine designed to simplify the creation of time-series features with internal value storage for continuous calculation | 106 | |
| A Python library with multiple transformers to engineer and select features for use in machine learning models. | 1,956 | |
| Software for generating synthetic multivariate data with statistical properties preserved | 57 | |
| A Python library for face recognition and attribute analysis, providing a simple interface to various state-of-the-art models. | 15,091 | |
| A library for generating synthetic tabular data based on real-world patterns | 2,416 | |
| Automates machine learning workflows and optimizes model performance using large language models and efficient algorithms | 3,968 | |
| Automates image data augmentation to expand datasets for machine learning algorithms | 5,084 | |
| A PyTorch framework for accelerating deep learning research and development by focusing on reproducibility, rapid experimentation, and codebase reuse. | 3,300 | |
| A collection of Python tools to analyze and extract data from various Microsoft file formats | 2,953 | |
| A Python library for detecting and recognizing faces in images | 53,692 | |
| Maintains predictable and deterministic builds of Python applications by managing dependencies. | 7,783 | |
| Automates machine learning tasks to train accurate models in just a few lines of code | 8,167 | |
| A toolbox for production-ready data science pipelines with software engineering best practices for reproducibility and modularity | 10,050 | |
| A virtual feature store that enables data scientists to define, manage, and serve their ML model's features on top of existing infrastructure. | 1,822 | |
| A powerful library providing an object-relational mapping system to interact with databases in a Pythonic way. | 9,807 |