munnm / XAI-for-practitionersLinks
☆29Updated 3 years ago
Alternatives and similar repositories for XAI-for-practitioners
Users that are interested in XAI-for-practitioners are comparing it to the libraries listed below
Sorting:
- Applied Machine Learning Explainability Techniques, published by Packt☆246Updated last month
- An updated (2025) guide to Deep Learning for tabular data, comparing a fine-tuned Keras 3 (PyTorch backend) DNN and an Optuna-optimized…☆48Updated 2 months ago
- ☆210Updated 4 years ago
- Explainable AI with Python, published by Packt☆164Updated last month
- The notebooks used to demonstrate the blog post about Interpretability in ML☆12Updated 5 years ago
- Interpretable Machine Learning with Python, published by Packt☆474Updated last month
- Nested cross-validation for unbiased predictions. Can be used with Scikit-Learn, XGBoost, Keras and LightGBM, or any other estimator that…☆64Updated 6 years ago
- References to the Medium articles☆87Updated 2 years ago
- ☆151Updated 3 years ago
- Resources for Machine Learning Explainability☆86Updated last year
- Interpretable ML with Python, 2E - published by Packt☆102Updated last month
- A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evalu…☆196Updated 3 months ago
- The best repository showing why SMOTE and resampling methods might not be the answer for imbalanced data problems☆52Updated 2 months ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆103Updated 2 years ago
- An open source automl library for using machine learning in healthcare.☆122Updated last year
- Hands-On One-shot Learning with Python, published by Packt☆54Updated 2 years ago
- NYU Deep Learning Fall 2022☆63Updated last year
- Experiments on Tabular Data Models☆279Updated 2 years ago
- ☆201Updated 2 weeks ago
- Repo for the ML_Insights python package☆153Updated 6 months ago
- GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations☆34Updated 2 weeks ago
- ☆38Updated 3 years ago
- Source Code for 'AI for Healthcare with Keras and Tensorflow 2.0' by Anshik Bansal☆15Updated 4 years ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆159Updated 3 years ago
- Contains Python code for my Imbalanced-Classification training course!☆37Updated 4 years ago
- ☆11Updated 2 years ago
- Applied Machine Learning with Python☆80Updated last year
- Prediction of hospital length-of-stay (LOS) at time of admission using gradient boosting☆40Updated 6 years ago
- PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in…☆138Updated 8 months ago
- Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics☆46Updated 2 years ago