jmschrei / apricotLinks
apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models quickly. See the documentation page: https://apricot-select.readthedocs.io/en/latest/index.html
☆513Updated 2 months ago
Alternatives and similar repositories for apricot
Users that are interested in apricot are comparing it to the libraries listed below
Sorting:
- Dimensionality reduction in very large datasets using Siamese Networks☆338Updated 10 months ago
- Minimum-distortion embedding with PyTorch☆559Updated last month
- TriMap: Large-scale Dimensionality Reduction Using Triplets☆318Updated last month
- A graph-based functional API for building complex scikit-learn pipelines.☆589Updated 2 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆230Updated 4 years ago
- ☆74Updated last year
- Tuning hyperparams fast with Hyperband☆595Updated 7 years ago
- Confidence intervals for scikit-learn forest algorithms☆288Updated 4 months ago
- A PyTorch implementation of Neighbourhood Components Analysis.☆398Updated 4 years ago
- Practical active learning in python☆190Updated 2 years ago
- A template for scikit-learn extensions☆335Updated 6 months ago
- Software to create Precision-Recall-Gain curves and calculate area under the curve☆41Updated 3 years ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆808Updated 3 years ago
- scikit-learn compatible implementation of stability selection.☆213Updated 2 years ago
- Render probabilistic graphical models using matplotlib☆680Updated last week
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 5 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆913Updated 2 weeks ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- Scikit-learn compatible estimation of general graphical models☆247Updated 2 months ago
- Learning Certifiably Optimal Rule Lists☆175Updated 3 years ago
- PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.☆840Updated 6 months ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- Python implementation of the rulefit algorithm☆424Updated last year
- Data Analysis Baseline Library☆728Updated 8 months ago
- Causal Graphical Models in Python☆246Updated 2 years ago
- Multiple Pairwise Comparisons (Post Hoc) Tests in Python☆371Updated 3 weeks ago
- A garden for scikit-learn compatible trees☆288Updated last year
- Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compa…☆233Updated 2 years ago
- Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.☆340Updated 4 years ago
- a python grammar for evolutionary algorithms and heuristics☆191Updated 3 years ago