5teffen / FICO-xML-ChallengeLinks
Submission for the FICO Explainable Machine Learning Challenge
☆18Updated 4 years ago
Alternatives and similar repositories for FICO-xML-Challenge
Users that are interested in FICO-xML-Challenge are comparing it to the libraries listed below
Sorting:
- Python implementation of R package breakDown☆43Updated 2 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆29Updated 6 years ago
- Fast k-Nearest Neighbors Classifier for Large Datasets☆69Updated 8 years ago
- Seminar on Limitations of Interpretable Machine Learning Methods☆57Updated 5 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 8 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 8 years ago
- Born-Again Tree Ensembles: Transforms a random forest into a single, minimal-size, tree with exactly the same prediction function in the …☆66Updated 2 years ago
- Paper and talk from KDD 2019 XAI Workshop☆20Updated 5 years ago
- Surrogate Assisted Feature Extraction☆37Updated 4 years ago
- Ruleset covering algorithms for transparent machine learning☆109Updated 5 months ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- ☆39Updated 5 months ago
- Tutorial on Bayesian tests for Machine Learning☆79Updated 4 years ago
- Dimensionality reduction for binary data☆51Updated 5 years ago
- simple customizable scoring systems in python☆40Updated 2 years ago
- Bayesian or-of-and☆36Updated 3 years ago
- python tools to check recourse in linear classification☆77Updated 4 years ago
- Optimal Sparse Decision Trees☆105Updated 2 years ago
- simple customizable risk scores in python☆142Updated 2 years ago
- Unwrapping decision trees and random forests to make them less of a black box☆62Updated 8 years ago
- SmartML: Supervised Machine Learning Automation in R☆25Updated 4 years ago
- Advanced GBM Workshop - Budapest, Nov 2019☆12Updated 5 years ago
- Algorithms for detection of outliers based on frequent pattern mining☆20Updated 7 years ago
- Learning Certifiably Optimal Rule Lists☆176Updated 4 years ago
- The holdout randomization test: feature selection using black box predictive models☆22Updated 4 years ago
- Library for integrated use of H2O with Hyperopt☆13Updated last year
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- (Python, R) Cost-sensitive multiclass classification (Weighted-All-Pairs, Filter-Tree & others)☆49Updated 5 months ago
- Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.☆40Updated 3 years ago
- Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"☆68Updated last year