WillKoehrsen / automated-feature-engineering
Automated feature engineering in Python with Featuretools
☆520Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for automated-feature-engineering
- Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.☆327Updated 4 years ago
- Feature exploration for supervised learning☆763Updated 3 years ago
- Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms☆623Updated last year
- Feature Engineering Made Easy, published by Packt☆216Updated last year
- Features selector based on the self selected-algorithm, loss function and validation method☆672Updated 5 years ago
- Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries☆706Updated 3 years ago
- A set of useful tools for competitive data science.☆552Updated last year
- Tools for WoE Transformation mostly used in ScoreCard Model for credit rating☆256Updated 5 years ago
- Materials for an online-course - "Practical XGBoost in Python"☆217Updated 8 years ago
- ML-Ensemble – high performance ensemble learning☆848Updated last year
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,229Updated 5 months ago
- A collection of demos showcasing automated feature engineering and machine learning in diverse use cases☆498Updated last year
- experiments with python☆378Updated 6 years ago
- Distributed scikit-learn meta-estimators in PySpark☆285Updated 7 months ago
- ⛔️ DEPRECATED brew: Python Ensemble Learning API☆301Updated 6 years ago
- Tutorial how to use xgboost☆171Updated 8 years ago
- ☆873Updated 4 years ago
- A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning☆583Updated 6 years ago
- ☆137Updated 5 years ago
- My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.☆441Updated 8 years ago
- edaviz - Python library for Exploratory Data Analysis and Visualization in Jupyter Notebook or Jupyter Lab☆224Updated 5 years ago
- 2nd Place Solution 💰🥈☆161Updated last year
- StackNet is a computational, scalable and analytical Meta modelling framework☆1,322Updated 6 years ago
- ☆101Updated 8 years ago
- Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard …☆117Updated 2 years ago
- Python package for stacking (machine learning technique)☆686Updated 3 months ago
- python partial dependence plot toolbox☆845Updated 2 months ago
- MLBox is a powerful Automated Machine Learning python library.☆1,500Updated last year
- scikit-learn compatible projects☆408Updated 2 years ago
- My solution to Web Traffic Predictions competition on Kaggle.☆152Updated 6 years ago