firmai / ml-fairness-framework
FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)
☆71Updated 3 years ago
Alternatives and similar repositories for ml-fairness-framework:
Users that are interested in ml-fairness-framework are comparing it to the libraries listed below
- DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)☆204Updated 3 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 5 years ago
- ☆14Updated 5 years ago
- Better `keras` models for time series and beyond☆61Updated last year
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆106Updated 2 years ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆165Updated 2 months ago
- Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & tracking☆55Updated 3 years ago
- Guidelines for the responsible use of explainable AI and machine learning.☆17Updated 2 years ago
- General Interpretability Package☆58Updated 2 years ago
- TSFresh primitives for featuretools☆36Updated 2 years ago
- AutoBazaar: An AutoML System from the Machine Learning Bazaar☆33Updated 3 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆64Updated 2 months ago
- Practical ideas on securing machine learning models☆36Updated 3 years ago
- OptimalFlow is an omni-ensemble and scalable automated machine learning Python toolkit, which uses Pipeline Cluster Traversal Experiments…☆27Updated last year
- Python implementation of R package breakDown☆42Updated last year
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆25Updated 5 years ago
- Performance estimation for time series forecasting tasks☆38Updated 4 years ago
- Smart, automatic detection and stationarization of non-stationary time series data.☆29Updated 2 years ago
- Structural Time Series on US electricity demand data☆22Updated 4 years ago
- A toolkit to boost the productivity of machine learning engineers.☆52Updated 2 years ago
- Automated Data Science and Machine Learning library to optimize workflow.☆104Updated 2 years ago
- Classification of reserve risk with chain-ladder☆10Updated 5 years ago
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆51Updated last year
- A Python library for time series forecasting☆81Updated 2 years ago
- Train multi-task image, text, or ensemble (image + text) models☆45Updated last year
- CentOS based Docker container for Time Series Analysis and Modeling.☆21Updated 5 years ago
- A directory of the top business machine learning vendors☆15Updated 3 years ago
- Time-Series Cross-Validation Module☆44Updated 3 years ago
- ☆35Updated this week
- ☆21Updated last year