Automunge / AutoMungeLinks
Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbations.
☆165Updated last week
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.☆104Updated 2 years ago
- DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)☆204Updated 3 years ago
- 🍦 Deployment tool for online machine learning models☆97Updated 3 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- Data Analysis Baseline Library☆132Updated 8 months ago
- ☆96Updated 5 years ago
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆106Updated 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…☆172Updated 2 years ago
- A library for composing end-to-end tunable machine learning pipelines.☆119Updated 5 months 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
- General Interpretability Package☆58Updated 2 years ago
- python library for automated dataset normalization☆116Updated last year
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 3 years ago
- Lightweight, Python library for fast and reproducible experimentation☆136Updated 6 years ago
- Measure and visualize machine learning model performance without the usual boilerplate.☆97Updated 10 months ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆74Updated 2 years ago
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.☆102Updated 3 years ago
- Practical active learning in python☆189Updated 2 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 2 months ago
- ☆102Updated 2 years ago
- OptimalFlow is an omni-ensemble and scalable automated machine learning Python toolkit, which uses Pipeline Cluster Traversal Experiments…☆27Updated last year
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆66Updated last year
- fastai V2 implementation of Timeseries classification papers.☆241Updated 2 years ago
- Library for Semi-Automated Data Science☆339Updated 2 months ago
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆78Updated last year
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆211Updated 8 months ago
- FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)☆71Updated 3 years ago
- Phi_K correlation analyzer library☆164Updated last week
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆84Updated last year
- A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.☆112Updated last year