Automunge / AutoMungeLinks
Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbations.
☆164Updated 6 months ago
Alternatives and similar repositories for AutoMunge
Users that are interested in AutoMunge are comparing it to the libraries listed below
Sorting:
- Automated Data Science and Machine Learning library to optimize workflow.☆105Updated 2 years ago
- DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)☆206Updated 3 years ago
- General Interpretability Package☆58Updated 3 years ago
- python library for automated dataset normalization☆117Updated 2 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- 🍦 Deployment tool for online machine learning models☆98Updated 3 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆174Updated last month
- A library for composing end-to-end tunable machine learning pipelines.☆122Updated last year
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 4 years ago
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆108Updated 3 years ago
- OptimalFlow is an omni-ensemble and scalable automated machine learning Python toolkit, which uses Pipeline Cluster Traversal Experiments…☆27Updated 2 years ago
- A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosyst…☆150Updated last year
- Data Analysis Baseline Library☆133Updated last year
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.☆104Updated last week
- ☆103Updated 2 years ago
- Hypergol is a Data Science/Machine Learning productivity toolkit to accelerate any projects into production with autogenerated code, stan…☆53Updated 2 years ago
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 4 years ago
- ☆96Updated 5 years ago
- FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)☆72Updated 4 years ago
- Measure and visualize machine learning model performance without the usual boilerplate.☆99Updated last year
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆76Updated 3 years ago
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆86Updated 2 years ago
- AutoBazaar: An AutoML System from the Machine Learning Bazaar☆33Updated 4 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 3 years ago
- Embed categorical variables via neural networks.☆59Updated 2 years ago
- Practical active learning in python☆191Updated 3 years ago
- Lightweight, Python library for fast and reproducible experimentation☆136Updated 7 years ago
- Various methods for generating synthetic data for data science and ML☆82Updated 4 years ago
- Practical ideas on securing machine learning models☆37Updated 4 years ago
- MLOps simplified. One-stop AI delivery platform, all the features you need.☆106Updated last week