A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.
☆213Oct 25, 2017Updated 8 years ago
Alternatives and similar repositories for sklearn-benchmarks
Users that are interested in sklearn-benchmarks are comparing it to the libraries listed below
Sorting:
- PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.☆855Feb 25, 2025Updated last year
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆489Aug 11, 2017Updated 8 years ago
- Sklearn implementation of GBM to predict mu(X) and std(X) on heteroscedastic data☆25Jun 3, 2016Updated 9 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆126Jun 10, 2025Updated 8 months ago
- A tool that evolves small brains capable of scanning and classifying an image.☆14Jul 25, 2016Updated 9 years ago
- ☆10Aug 25, 2015Updated 10 years ago
- A Python tool that automatically cleans data sets and readies them for analysis.☆1,077May 22, 2019Updated 6 years ago
- Advanced Scikit-learn training session☆119Jun 9, 2016Updated 9 years ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,432Aug 20, 2024Updated last year
- Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.☆467Feb 27, 2025Updated last year
- Compiled Decision Trees for scikit-learn☆230Apr 25, 2025Updated 10 months ago
- Scikit-learn tutorial at SciPy2016☆519Mar 13, 2019Updated 6 years ago
- Machine Learning toolbox for Humans☆700Jul 31, 2024Updated last year
- Bayesian Logistic Regression using Laplace approximations to the posterior.☆48Feb 27, 2017Updated 9 years ago
- Scikit-learn quickstart tutorial for Webstep☆19May 4, 2017Updated 8 years ago
- ☆12Jun 5, 2016Updated 9 years ago
- A simple model for classifying papers by academic venue (AI/ML/ACL), given a title and abstract. Bare-metal PyTorch port of https://gith…☆12Mar 22, 2018Updated 7 years ago
- A small helper library for building directed acyclic graphs, trainable by gradient descent, in Theano☆20Nov 22, 2016Updated 9 years ago
- Data sets for machine learning in Python☆477Jul 27, 2017Updated 8 years ago
- ☆55Feb 5, 2016Updated 10 years ago
- ☆45May 24, 2019Updated 6 years ago
- Bayesian Optimization using xgboost and sklearn API☆225Mar 10, 2016Updated 9 years ago
- A set of useful tools for competitive data science.☆554Dec 8, 2022Updated 3 years ago
- Adversarial networks in TensorFlow☆173Oct 25, 2016Updated 9 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,811Feb 23, 2024Updated 2 years ago
- A fun introduction to Pandas andScikit-Learn using nfl data☆45Jan 12, 2016Updated 10 years ago
- OpenML's Python API for a World of Data and More 💫☆340Feb 23, 2026Updated last week
- Introduction to data visualization in Python, including plotting data from NetCDF files. Originally created for a Short Course in Data As…☆50Oct 22, 2021Updated 4 years ago
- Source code for ``How far can we go without convolution: Improving fully-connected networks'' published at ICLR 2016 workshop☆13Nov 10, 2015Updated 10 years ago
- Datasets and notebooks☆13Oct 26, 2016Updated 9 years ago
- Fast Function Extraction☆86Jul 6, 2025Updated 7 months ago
- edaviz - Python library for Exploratory Data Analysis and Visualization in Jupyter Notebook or Jupyter Lab☆226Nov 20, 2019Updated 6 years ago
- A Jupyter Lab extension for rendering tabular data☆35Mar 3, 2018Updated 7 years ago
- Instant access to many datasets in Python.☆940Mar 25, 2022Updated 3 years ago
- ☆190Jul 6, 2023Updated 2 years ago
- Convenient hyperparameter optimization☆14Apr 30, 2024Updated last year
- Based on SciPy's normalized git stats, adapted for Deep Learning frameworks☆16Feb 15, 2017Updated 9 years ago
- Describe your scikit-learn estimators for posterity!☆15Dec 22, 2016Updated 9 years ago
- IPython notebook for PyData SF 2014 tutorial: "Gradient Boosted Regression Trees in scikit-learn"☆63Sep 1, 2017Updated 8 years ago