DenisVorotyntsev / CategoricalEncodingBenchmarkLinks
Benchmarking different approaches for categorical encoding for tabular data
☆172Updated 2 years ago
Alternatives and similar repositories for CategoricalEncodingBenchmark
Users that are interested in CategoricalEncodingBenchmark are comparing it to the libraries listed below
Sorting:
- Tool for whitebox (binning + logreg) model development☆77Updated 3 years ago
- Public solution for AutoSeries competition☆72Updated 5 years ago
- State-of-the art Automated Machine Learning python library for Tabular Data☆233Updated last year
- The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle☆53Updated 7 years ago
- xverse (XuniVerse) is collection of transformers for feature engineering and feature selection☆117Updated 2 years ago
- ☆289Updated 3 years ago
- ☆207Updated 5 years ago
- Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop☆92Updated 2 years ago
- Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests☆205Updated 2 years ago
- TabNet for fastai☆124Updated last month
- Initial skeleton for ML competitions☆13Updated 6 years ago
- Python implementation of the population stability index (PSI)☆139Updated last year
- A fast xgboost feature selection algorithm☆222Updated 4 years ago
- This repository contains a notebook demonstrating a practical implementation of the so-called Entity Embedding for Encoding Categorical F…☆74Updated 6 years ago
- A lightweight python library that helps to keep track of numerical experiments☆115Updated 4 years ago
- Two custom ways of calculating cross_val_score☆36Updated 7 years ago
- Wrap-up to automatically tune xgboost in Python.☆80Updated 3 years ago
- Phi_K correlation analyzer library☆164Updated 4 months ago
- Personal data science and machine learning toolbox☆365Updated 5 years ago
- ☆51Updated 6 years ago
- ☆43Updated 6 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 2 years ago
- Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard …☆117Updated 2 years ago
- Lightweight, Python library for fast and reproducible experimentation☆134Updated 6 years ago
- 10 tasks with 3 exercises each based on PyTorch☆107Updated 4 years ago
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 3 years ago
- yet another custom data science template via cookiecutter☆72Updated 4 months ago
- Framework for typical Kaggle ensembling☆9Updated 6 years ago
- fastai V2 implementation of Timeseries classification papers.☆241Updated 2 years ago
- Embed categorical variables via neural networks.☆59Updated 2 years ago