interpretml / kdd2022-tutorialLinks
Tutorial on Glassbox Machine Learning at KDD 2022
☆8Updated 2 years ago
Alternatives and similar repositories for kdd2022-tutorial
Users that are interested in kdd2022-tutorial are comparing it to the libraries listed below
Sorting:
- ☆16Updated 3 years ago
- XAI Stories. Case studies for eXplainable Artificial Intelligence☆29Updated 4 years ago
- Helpers for scikit learn☆16Updated 2 years ago
- Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.☆20Updated 2 years ago
- Implementation of algorithms from the paper "Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application…☆25Updated 3 years ago
- A collection of implementations of fair ML algorithms☆12Updated 7 years ago
- ☆13Updated last year
- ☆12Updated 2 years ago
- Code for Conformal Counterfactual Inference under Hidden Confounding (KDD’24)☆11Updated 9 months ago
- ☆20Updated 4 years ago
- Prune your sklearn models☆19Updated 7 months ago
- Model-agnostic Statistical/Machine Learning explainability (currently Python) for tabular data☆9Updated 2 months ago
- Scripts for ECML PKDD 2018 article: Similarity encoding for learning with dirty categorical variables☆11Updated 7 years ago
- A Python Package for Probabilistic Prediction☆22Updated 4 years ago
- Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.☆21Updated 2 years ago
- [Intemarché] Sales forecasting challenge☆11Updated 3 years ago
- Filipino multi-modal NLP dataset. Consists of 350k+ Filipino news articles and associated images☆11Updated 2 months ago
- Similarity encoding of dirty categorical variables (strings)☆20Updated 6 years ago
- ☆18Updated last year
- this repo might get accepted☆28Updated 4 years ago
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆22Updated last year
- Code for blog posts.☆19Updated last year
- Official Repository for EvalRS @ KDD 2023: a Rounded Evaluation of Recommender Systems☆30Updated last year
- Code accompanying our ICML 2020 paper on choice set optimization in group decision-making.☆11Updated 4 years ago
- Tools for diagnostics and assessment of (machine learning) models☆35Updated 3 months ago
- Paper and talk from KDD 2019 XAI Workshop☆20Updated 5 years ago
- A repo of Flyte-related conference talks☆14Updated last year
- A very simple library for exploiting graph-of-words in NLP☆12Updated 4 years ago
- ☆14Updated 2 years ago
- 😇A curated list of links and resources for Fair ML and Data Ethics☆18Updated 3 years ago