ploomber / sklearn-evaluation
Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.
☆464Updated 5 months ago
Alternatives and similar repositories for sklearn-evaluation:
Users that are interested in sklearn-evaluation are comparing it to the libraries listed below
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆487Updated 7 years ago
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆772Updated last year
- dask-searchcv is now part of dask-ml: https://github.com/dask/dask-ml☆240Updated 6 years ago
- A library for defensive data analysis.☆500Updated 5 years ago
- A garden for scikit-learn compatible trees☆286Updated 7 months ago
- Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.☆512Updated last month
- Describing statistical models in Python using symbolic formulas☆963Updated last week
- Confidence intervals for scikit-learn forest algorithms☆286Updated 7 months ago
- Tools for exploratory data analysis in Python☆645Updated last year
- A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.☆211Updated 7 years ago
- OpenML's Python API for a World of Data and More 💫☆289Updated last week
- scikit-learn compatible projects☆410Updated 2 years ago
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆416Updated 2 years ago
- pandas, scikit-learn, xgboost and seaborn integration☆319Updated 4 years ago
- Model Error Analysis for scikit-learn models.☆29Updated 3 years ago
- SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.☆553Updated last month
- A template for scikit-learn extensions☆329Updated 3 weeks ago
- Machine Learning toolbox for Humans☆691Updated 6 months ago
- pymc-learn: Practical probabilistic machine learning in Python☆226Updated 4 years ago
- Repo for the ML_Insights python package☆149Updated last year
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 4 years ago
- Bayesian Optimization using xgboost and sklearn API☆226Updated 8 years ago
- Test-Driven Data Analysis Functions☆296Updated last week
- A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines☆459Updated last year
- Easy pipelines for pandas DataFrames.☆718Updated 3 months ago
- optimization routines for hyperparameter tuning☆418Updated last year
- Multiple correspondence analysis☆179Updated last month
- Scalable Machine Learning with Dask☆916Updated last week
- Tools for test driven data-wrangling and data validation.☆294Updated 3 years ago
- A Python library for unevenly-spaced time series analysis☆530Updated 5 months ago