DenisVorotyntsev / CategoricalEncodingBenchmark
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
- State-of-the art Automated Machine Learning python library for Tabular Data☆228Updated last year
- Public solution for AutoSeries competition☆72Updated 5 years ago
- ☆286Updated 2 years ago
- Tool for whitebox (binning + logreg) model development☆72Updated 2 years ago
- xverse (XuniVerse) is collection of transformers for feature engineering and feature selection☆117Updated last year
- Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard …☆117Updated 2 years ago
- Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop☆92Updated last year
- Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests☆201Updated 2 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 2 years ago
- Python implementation of the population stability index (PSI)☆134Updated last year
- The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle☆53Updated 7 years ago
- Wrap-up to automatically tune xgboost in Python.☆78Updated 3 years ago
- ☆204Updated 5 years ago
- A fast xgboost feature selection algorithm☆218Updated 3 years ago
- TabNet for fastai☆123Updated 9 months ago
- A lightweight python library that helps to keep track of numerical experiments☆115Updated 4 years ago
- Distributed DAG (Directed acyclic graph) framework for machine learning with UI☆188Updated 4 years ago
- Python package for stacking (machine learning technique)☆689Updated 5 months ago
- Personal data science and machine learning toolbox☆364Updated 4 years ago
- ☆43Updated 5 years ago
- ☆15Updated 6 years ago
- Lightweight, Python library for fast and reproducible experimentation☆134Updated 6 years ago
- Embed categorical variables via neural networks.☆59Updated last year
- Parallelize your computations in parallel-apply fashion.☆33Updated 5 years ago
- Winning Solution of Kaggle Mechanisms of Action (MoA) Prediction.☆118Updated 2 years ago
- Kaggle script build system template☆117Updated 5 years ago
- Two custom ways of calculating cross_val_score☆36Updated 7 years ago
- 10 tasks with 3 exercises each based on PyTorch☆107Updated 4 years ago
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆484Updated 3 years ago
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆379Updated 3 years ago