Unwrapping decision trees and random forests to make them less of a black box
☆63Sep 19, 2017Updated 8 years ago
Alternatives and similar repositories for interpreting-decision-trees-and-random-forests
Users that are interested in interpreting-decision-trees-and-random-forests are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆761Jul 18, 2023Updated 2 years ago
- A catalog of Jupyter Notebooks presenting new techniques to interpret black box machine learning models.☆15Nov 14, 2018Updated 7 years ago
- 'Keep Calm and Trust your Model' : On Explainability of Machine Learning Models☆15Jul 29, 2017Updated 8 years ago
- Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.☆23Nov 19, 2019Updated 6 years ago
- A user interface to interpret machine learning models.☆71Jan 14, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.☆21Feb 2, 2026Updated 3 months ago
- [Work In Progress] A cookbook of purrr recipes☆30May 16, 2018Updated 8 years ago
- 天池-乘用车零售量预测代码☆26Jun 3, 2018Updated 7 years ago
- Connect R to MOA for massive online data stream mining☆36Jul 17, 2022Updated 3 years ago
- Building an API with the FastAPI framework to serve a scikit-learn model.☆18Jan 13, 2019Updated 7 years ago
- Some experiments into explaining complex black box ensemble predictions.☆74Jan 21, 2020Updated 6 years ago
- Slides for my doc2vec workshop/talk☆29Nov 4, 2017Updated 8 years ago
- R Package - calculate Information Value and WoE (Weight of Evidence)☆30Apr 10, 2019Updated 7 years ago
- Practical ideas on securing machine learning models☆37May 27, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆38May 7, 2025Updated last year
- Article for Special Edition of Information: Machine Learning with Python☆14Jan 8, 2025Updated last year
- automated machine learning toolkit☆15Apr 8, 2018Updated 8 years ago
- Flexible tool for bias detection, visualization, and mitigation☆85Oct 31, 2025Updated 6 months ago
- Automatic and Interpretable Machine Learning with H2O and LIME☆11Feb 21, 2018Updated 8 years ago
- Tidy methods for Bayesian treatment effect models☆18Dec 8, 2025Updated 5 months ago
- Code to study the generalisability of benchmark models on non-stationary EHRs.☆15Aug 7, 2019Updated 6 years ago
- Fetch and plot AWS spot pricing history☆23Aug 23, 2016Updated 9 years ago
- An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learn…☆15Feb 19, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions☆13Jul 21, 2024Updated last year
- Submission for the FICO Explainable Machine Learning Challenge☆18Dec 3, 2020Updated 5 years ago
- An R package to write logs.☆15Mar 6, 2026Updated 2 months ago
- Thompson Sampling for Bandits using UCB policy☆10Jul 29, 2017Updated 8 years ago
- EasyQuery.JS samples for various server-side platforms: NodeJs, PHP, Java☆10Dec 12, 2022Updated 3 years ago
- Record iOS device audio and video by windows☆41Mar 5, 2026Updated 2 months ago
- High-level R bindings for the DuckDB Database Management System☆18Aug 3, 2022Updated 3 years ago
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆490Aug 11, 2017Updated 8 years ago
- Companion slides for courses based on the Exercises in Programming Style book☆14Oct 3, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Structure mining for xgboost model☆26Jan 12, 2026Updated 4 months ago
- A port of the matrixStats API to work with DelayedMatrix objects from the DelayedArray package☆15May 8, 2026Updated 2 weeks ago
- Code Snippets & DataSets for Business Analytics & Data Mining/ Machine Learning Algorithms☆15Apr 23, 2018Updated 8 years ago
- Easy python labs for beginners☆12Sep 9, 2012Updated 13 years ago
- Bitcoin library inspired by 'Programming Bitcoin' written in Rust☆17Jan 6, 2025Updated last year
- An assistive shiny application toolkit built for scaling and standardizing application development☆18Jan 29, 2025Updated last year
- 输入wav文件,输出其简谱(较粗糙)☆10Jun 29, 2018Updated 7 years ago