deepfindr / xai-seriesLinks
☆202Updated 4 years ago
Alternatives and similar repositories for xai-series
Users that are interested in xai-series are comparing it to the libraries listed below
Sorting:
- Explainable AI with Python, published by Packt☆163Updated 2 years ago
- Interpretable Machine Learning with Python, published by Packt☆466Updated 2 years ago
- Applied Machine Learning Explainability Techniques, published by Packt☆247Updated last year
- Papers and code of Explainable AI esp. w.r.t. Image classificiation☆213Updated 3 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆247Updated 11 months ago
- Experiments on Tabular Data Models☆278Updated 2 years ago
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆610Updated this week
- Graph Machine Learning, published by Packt☆285Updated 2 years ago
- Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human…☆73Updated 2 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,420Updated this week
- A collection of research materials on explainable AI/ML☆1,521Updated last week
- Responsible AI knowledge base☆104Updated 2 years ago
- A framework for prototyping and benchmarking imputation methods☆188Updated 2 years ago
- Resources for Machine Learning Explainability☆80Updated 10 months ago
- ☆25Updated 2 years ago
- Free hands-on course about Graph Neural Networks using PyTorch Geometric.☆382Updated last year
- This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…☆20Updated 4 years ago
- Overview of different model interpretability libraries.☆49Updated 3 years ago
- OmniXAI: A Library for eXplainable AI☆935Updated 11 months ago
- Completed Project - Predicting customer touchpoint using XGBoost tuned with GridSearchCV☆19Updated 4 years ago
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆80Updated 5 years ago
- Code and documentation for experiments in the TreeExplainer paper☆186Updated 5 years ago
- Course: Deep Learning☆192Updated last year
- A list of (post-hoc) XAI for time series☆152Updated 10 months ago
- Contains cf_matrix.py file with a function to make a pretty visualization of a confusion matrix.☆194Updated 3 years ago
- Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks☆165Updated last year
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆438Updated 10 months ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆194Updated 5 months ago
- For calculating global feature importance using Shapley values.☆272Updated last week
- PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in…☆133Updated 4 months ago