Skip to content

Entry

Featuretools

Appears in 6 awesome lists

Open-source Python library for automated feature engineering. Transforms transactional and relational datasets into feature matrices for machine learning using Deep Feature Synthesis with reusable primitives. BSD-3-Clause licensed.

Open github.comalteryx/featuretools

Found in these lists

Awesome Data Analysis

Section: Useful Python Tools for Data Analysis · Automated feature engineering.

FreshScore 80

AWESOME DATA SCIENCE

Section: Miscellaneous Tools · An open source framework for automated feature engineering written in python

FreshScore 92

Awesome MLOps

Section: Feature Engineering · Python library for automated feature engineering.

FreshScore 80

Awesome Open Source AI

Section: 8. MLOps / LLMOps & Production · Open-source Python library for automated feature engineering. Transforms transactional and relational datasets into feature matrices for machine learning using Deep Feature Synthesis with reusable primitives. BSD-3-Clause licensed.

FreshScore 89

Awesome Production Machine Learning

Section: AutoML · An open source framework for automated feature engineering.

FreshScore 92

awesome-python

Section: Data Science and Analytics · An open source python library for automated feature engineering

FreshScore 81

Opik

Comet's open-source AI observability and evaluation platform: deep tracing of LLM calls, conversation logging, and agent activity, plus built-in eval metrics, prompt versioning, guardrails, and the Opik Agent Optimizer. Worth including because it unifies observability, verification, and…

In 16 listsDetails

Apache Airflow

"Use airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command line utilities make performing complex surgeries on DAGs a snap. The rich user interface makes it…

In 13 listsDetails

Ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. ray.io

In 13 listsDetails

Gradio

Build and share delightful machine learning apps, all in Python. The de facto standard for creating interactive ML demos with automatic UI generation from function signatures. Powers thousands of Hugging Face Spaces.

In 11 listsDetails

Dask

| Python | - Parallel computing with task scheduling in Python with a Pandas like API

In 11 listsDetails

Prefect

Workflow management system that makes it easy to take your data pipelines and add semantics like retries, logging, dynamic mapping, caching, failure notifications, and more.

In 11 listsDetails

MindsDB

MindsDB is an Explainable AutoML framework for developers. With MindsDB you can build, train and use state of the art ML models in as simple as one line of code.

In 11 listsDetails

Polars

| Rust, Python | - Polars is a blazingly fast DataFrames library implemented in Rust using Apache Arrow Columnar Format as memory model.

In 10 listsDetails