Projects in Awesome Lists tagged with model-explainability
A curated list of projects in awesome lists tagged with model-explainability .
https://github.com/cdpierse/transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
captum computer-vision deep-learning explainable-ai interpretability machine-learning model-explainability natural-language-processing neural-network nlp transformers transformers-model
Last synced: 15 May 2025
https://github.com/joaolages/diffusers-interpret
Diffusers-Interpret 🤗🧨🕵️♀️: Model explainability for 🤗 Diffusers. Get explanations for your generated images.
computer-vision deep-learning diffusers diffusion explainable-ai image-generation interpretability model-explainability primary-attributions pytorch text2image transformers
Last synced: 05 Apr 2025
https://github.com/arize-ai/client_python
A python library to send data to Arize AI!
ai-monitoring ai-observability ai-roi data-quality-monitoring drift-monitoring ml-monitoring ml-observability model-explainability model-monitoring model-performance-management performance-monitoring
Last synced: 13 Apr 2025
https://github.com/openlayer-ai/examples-gallery
Sample notebooks that use the Openlayer Python API
ai data-centric machine-learning machine-learning-operations ml ml-infrastructure mlops model-deployment model-explainability synthetic-dataset-generation tensorflow unbox
Last synced: 22 Apr 2025
https://github.com/openlayer-ai/openlayer-python
The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈
ai data-centric machine-learning machine-learning-operations ml ml-infrastructure mlops model-deployment model-explainability openlayer synthetic-dataset-generation tensorflow unbox
Last synced: 13 Apr 2025
https://github.com/arize-ai/client_java
Java client to interact with Arize API
ai-monitoring ai-observability ai-roi data-quality-monitoring drift-monitoring ml-monitoring ml-observability model-explainability model-monitoring model-observability model-performance-management performance-monitoring
Last synced: 06 Apr 2025
https://github.com/grascya/breast-cancer-detection
Build classification models to predict whether the cancer type is Malignant or Benign.
breast-cancer-prediction decison-trees exploratory-data-analysis logistic-regression machine-learning model-explainability svm-classifier
Last synced: 14 Mar 2025
https://github.com/jcguidry/nfl-game-win-prediction-logit-r
Writeup on classification model for predicting outcomes of NFL games, focusing on explainability. (+ project writeup)
feature-engineering logistic-regression model-explainability nfl r
Last synced: 18 Feb 2025
https://github.com/deliprofesor/income-analytics-interpretable-machine-learning-model
This project predicts whether an individual earns more than 50K using the Adult Income dataset. A Random Forest model is trained and evaluated, with explanations provided through DALEX and LIME for feature importance and model transparency.
classification dalex data-preprocessing data-science data-visualization feature-engineering income-prediction lime machine-learning model-explainability predictive-modeling r-programming random-forest
Last synced: 10 Apr 2025
