tmadl / sklearn-interpretable-tree
Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)
☆47Updated 4 years ago
Alternatives and similar repositories for sklearn-interpretable-tree:
Users that are interested in sklearn-interpretable-tree are comparing it to the libraries listed below
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Updated 9 years ago
- Reinforcement Learning Algorithms☆14Updated 6 years ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21Updated 6 years ago
- Python (PyMC) adaptation of the R code from "Doing Bayesian Data Analysis"☆64Updated 8 years ago
- Material and slides for Boston NLP meetup May 23rd 2016☆17Updated 8 years ago
- Helpers for constructing scikit-learn grid search☆38Updated 5 years ago
- Common post-estimation tasks for scikit-learn☆17Updated 8 years ago
- A stacked generalization framework. Built on top of scikit learn☆57Updated 2 years ago
- ☆89Updated 6 years ago
- NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-lear…☆31Updated 7 years ago
- A collection of IPython Notebooks containing my research.☆20Updated 6 years ago
- Dummy variable generation with fit/transform capabilities☆23Updated 6 years ago
- Sklearn implementation of GBM to predict mu(X) and std(X) on heteroscedastic data☆26Updated 8 years ago
- Code for PyData Talk on "Classifying Products Based on Images and Text using Keras"☆30Updated 8 years ago
- Sample applications built using AWS' Amazon Machine Learning.☆51Updated 7 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 9 years ago
- A helper library for data science pipeline☆36Updated 6 years ago
- [DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretab…☆79Updated 4 years ago
- Kaggle competition results☆20Updated 6 years ago
- ☆39Updated 8 years ago
- Some experiments into explaining complex black box ensemble predictions.☆75Updated 5 years ago
- Machine learning evaluation database☆24Updated 7 years ago
- Python implementation of R package breakDown☆42Updated last year
- Playing with various deep learning tools and network architectures☆70Updated 7 years ago
- Talk on "Tree models with Scikit-Learn: Great learners with little assumptions" presented at PyPata Paris 2015☆50Updated 10 years ago
- SigOpt wrappers for scikit-learn methods☆75Updated last year
- Docker container with a PyData stack and JupyterHub server☆37Updated 8 years ago
- Patsy Adaptors for Scikit-learn☆48Updated 6 years ago
- spy on your random forests☆19Updated 4 years ago
- Quick function to go from a dictionary of sets of (images, labels, feature vectors) to checkpoints that can be opened in Tensorboard☆33Updated 7 years ago