MLBazaar / BTB
A simple, extensible library for developing AutoML systems
☆173Updated last year
Alternatives and similar repositories for BTB:
Users that are interested in BTB are comparing it to the libraries listed below
- Experimental Gradient Boosting Machines in Python with numba.☆183Updated 6 years ago
- ☆162Updated 3 years ago
- A library for composing end-to-end tunable machine learning pipelines.☆116Updated last month
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 4 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆125Updated last year
- ☆69Updated 4 years ago
- A scikit-learn compatible implementation of hyperband☆76Updated 5 years ago
- Primitives for machine learning and data science.☆70Updated 4 months ago
- a feature engineering wrapper for sklearn☆51Updated 4 years ago
- Confidence intervals for scikit-learn forest algorithms☆285Updated 8 months ago
- pymc-learn: Practical probabilistic machine learning in Python☆227Updated 4 years ago
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆381Updated 3 years ago
- scikit-learn compatible implementation of stability selection.☆212Updated last year
- scikit-learn-inspired time series☆200Updated last year
- An automated machine learning tool aimed to facilitate AutoML research.☆96Updated 6 months ago
- A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosyst…☆151Updated last year
- Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.☆208Updated 3 months ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.☆82Updated 3 years ago
- A garden for scikit-learn compatible trees☆286Updated 9 months ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 2 years ago
- Python implementation of the rulefit algorithm☆417Updated last year
- Lightweight, Python library for fast and reproducible experimentation☆134Updated 6 years ago
- OpenML's Python API for a World of Data and More 💫☆291Updated last week
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- A collaborative feature engineering system built on JupyterHub☆94Updated 5 years ago
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Updated 4 years ago
- machine learning with logical rules in Python☆630Updated last year
- ☆286Updated 2 years ago
- AutoBazaar: An AutoML System from the Machine Learning Bazaar☆33Updated 3 years ago