WinVector / pyvtreat
vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.
☆120Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for pyvtreat
- A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosyst…☆151Updated 9 months ago
- Time should be taken seer-iously☆311Updated last year
- Performance of various open source GBM implementations☆215Updated 5 months ago
- Hierarchical Time Series Forecasting with a familiar API☆223Updated last year
- An extension of CatBoost to probabilistic modelling☆141Updated last year
- Python implementation of R package breakDown☆41Updated last year
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆106Updated 5 years ago
- In which I play with the ideas surrounding causality☆50Updated 2 years ago
- scikit-learn-inspired time series☆197Updated 8 months ago
- Hierarchical and Grouped Time Series☆110Updated 3 months ago
- ☆90Updated 3 years ago
- Buy Till You Die and Customer Lifetime Value statistical models in Python.☆114Updated 6 months ago
- Learn Pyro through the M5 forecasting competition☆84Updated 4 years ago
- Hierarchical Time Series Forecasting using Prophet☆143Updated 3 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆223Updated 3 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆329Updated 4 years ago
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆64Updated 7 months ago
- A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn fr…☆55Updated 3 years ago
- Data Analysis Baseline Library☆131Updated last month
- Generalized additive models in Python with a Bayesian twist☆77Updated 5 months ago
- Patsy Adaptors for Scikit-learn☆48Updated 5 years ago
- Repo for the ML_Insights python package☆148Updated last year
- The easy way to write your own flavor of Pandas☆301Updated last month
- General Interpretability Package☆58Updated last year
- Phi_K correlation analyzer library☆157Updated last week
- Repository with code, notebook and slides for my talk at PyConDE & PyData Berlin 2019☆36Updated last year
- ☆41Updated 4 months ago
- mlmachine accelerates machine learning experimentation☆30Updated 2 years ago