predict-idlab / GENESIM
[DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretable decision tree with an enhanced predictive performance
☆79Updated 4 years ago
Alternatives and similar repositories for GENESIM:
Users that are interested in GENESIM are comparing it to the libraries listed below
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 8 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 4 years ago
- Sklearn implementation of GBM to predict mu(X) and std(X) on heteroscedastic data☆26Updated 8 years ago
- A stacked generalization framework. Built on top of scikit learn☆57Updated 2 years ago
- Some experiments into explaining complex black box ensemble predictions.☆74Updated 5 years ago
- a feature engineering wrapper for sklearn☆51Updated 4 years ago
- An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn☆151Updated 3 years ago
- ☆98Updated 6 years ago
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Updated 8 years ago
- Library for machine learning stacking generalization.☆117Updated 5 years ago
- ☆30Updated 8 years ago
- A helper library for data science pipeline☆36Updated 5 years ago
- simple python interface to SMAC.☆21Updated 6 years ago
- 🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.☆82Updated 2 years ago
- Bayesian Logistic Regression using Laplace approximations to the posterior.☆47Updated 7 years ago
- SigOpt wrappers for scikit-learn methods☆75Updated last year
- Hodor AutoML: Brute-Bandit fast good-enough solutions to a wide range of machine learning problems.☆83Updated 9 years ago
- Python implementation of stacked generalization classifier. Plays nice with sklearn.☆71Updated 8 years ago
- Stochastic Dummy Boosting☆24Updated 8 years ago
- Bayesian dessert for Lasagne☆84Updated 7 years ago
- Just some of my kaggle scripts☆88Updated 9 years ago
- Automatically exported from code.google.com/p/sofia-ml☆60Updated 4 years ago
- ☆25Updated 8 years ago
- Creates models to classify documents into categories☆66Updated 7 years ago
- InfiniteBoost: building infinite ensembles with gradient descent☆184Updated 6 years ago
- Playing with various deep learning tools and network architectures☆70Updated 7 years ago
- bayesian bootstrapping in python☆121Updated 2 years ago
- Boosting and ensemble learning in Python.☆54Updated 9 years ago
- Deep exponential families (DEFs)☆55Updated 7 years ago
- NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-lear…☆30Updated 6 years ago