fasttrees / fasttreesLinks
A fast and frugal tree classifier for sklearn
☆16Updated 2 months ago
Alternatives and similar repositories for fasttrees
Users that are interested in fasttrees are comparing it to the libraries listed below
Sorting:
- A library to create lore plots (logistic regression of the prevalence of a categorical variable in function of a continuous feature)☆16Updated 3 weeks ago
- A `select` accessor for easier subsetting of pandas DataFrames and Series☆34Updated 2 years ago
- Comparing Polars to Pandas and a small introduction☆44Updated 4 years ago
- Pipeline components that support partial_fit.☆46Updated last year
- A Python Package for Visualizing Categorical Data Over Time☆41Updated last month
- A grammar of data manipulation for pandas inspired by tidyverse☆103Updated last year
- Automated Exploratory Data Analysis. Simplifying Data Exploration☆36Updated 5 years ago
- JupyterLab renderer of dagitty causal diagrams☆24Updated 2 years ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆120Updated 10 months ago
- Surrogate Assisted Feature Extraction☆37Updated 4 years ago
- How to use SHAP values for better cluster analysis☆59Updated 3 years ago
- A framework for data piping in python☆37Updated 2 years ago
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆51Updated 2 years ago
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 4 years ago
- data wrangling simplicity, complete audit transparency, and at speed☆35Updated last month
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆106Updated 2 years ago
- Missing data amputation and exploration functions for Python☆72Updated 2 years ago
- Prune your sklearn models☆19Updated last year
- Data exploration library with a pandas-like API☆74Updated 5 years ago
- Primrose modeling framework for simple production models☆33Updated last year
- Extends scikit-learn with new models, transformers, metrics, plotting.☆73Updated 4 months ago
- SciKIt-learn Pipeline in PAndas☆42Updated 2 years ago
- Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.☆66Updated this week
- PyCon Talks 2022 by Antoine Toubhans☆23Updated 3 years ago
- Dashboard to explore the data and to create baseline Machine Learning model.☆14Updated 4 years ago
- Reproducible Data Science with Python☆35Updated 2 years ago
- Python package for text mining of time-series data☆76Updated 6 months ago
- A more flexible alternative to scikit-learn Pipelines☆38Updated 5 months ago
- The opinionated machine learning experimentation framework☆13Updated 4 years ago
- Rethinking machine learning pipelines☆33Updated last month