nyuvis / explanation_explorer
A user interface to interpret machine learning models.
☆71Updated 5 years ago
Alternatives and similar repositories for explanation_explorer:
Users that are interested in explanation_explorer are comparing it to the libraries listed below
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 4 years ago
- Some experiments into explaining complex black box ensemble predictions.☆75Updated 5 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
- sciblox - Easier Data Science and Machine Learning☆50Updated 7 years ago
- Graffinity: Visualizing Connectivity in Large Graphs☆28Updated 3 years ago
- Python solver for mixed-effects models☆98Updated 7 years ago
- Talk on "Tree models with Scikit-Learn: Great learners with little assumptions" presented at PyPata Paris 2015☆50Updated 10 years ago
- A simple example of containerized data science with python and Docker.☆51Updated 7 years ago
- Machine Learning Versioning made Simple☆38Updated 2 years ago
- Module 7: Introduction to D3.js☆21Updated 9 years ago
- Introduction to Python for Data Science☆39Updated 7 years ago
- ☆13Updated 7 years ago
- A helper library for data science pipeline☆36Updated 5 years ago
- Python and R: Writing Cross Language Tools (SciPy 2016 Talk)☆20Updated 8 years ago
- Understanding Probabilistic Topic Models with Simulation in Python☆64Updated 7 years ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆16Updated 7 years ago
- A collaborative feature engineering system built on JupyterHub☆94Updated 6 years ago
- Sklearn implementation of GBM to predict mu(X) and std(X) on heteroscedastic data☆26Updated 8 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 5 years ago
- Homesite Kaggle☆30Updated 9 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
- Python implementation of R package breakDown☆42Updated last year
- ☆36Updated 9 years ago
- Playing with various deep learning tools and network architectures☆70Updated 7 years ago
- Code and data for SciPy 2018 talk on missing data☆21Updated 6 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 8 years ago
- Winning solution for the Kaggle "West Nile Virus" competition (2015)☆30Updated 9 years ago
- Hands-on workshop☆38Updated 6 years ago
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Updated 9 years ago
- Multilayer Feed-Forward Neural Network predictive model implementations with TensorFlow and scikit-learn☆45Updated 2 years ago