Projects in Awesome Lists tagged with model-interpretability

https://github.com/kserve/kserve

Standardized Serverless ML Inference Platform on Kubernetes

artificial-intelligence genai hacktoberfest istio k8s knative kserve kubeflow kubernetes llm-inference machine-learning mlops model-interpretability model-serving pytorch service-mesh sklearn tensorflow xgboost

Last synced: 13 May 2025

https://github.com/kitops-ml/kitops

An open source DevOps tool for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI artifact.

ai code datasets devops devops-tools gguf hacktoberfest kubernetes kubernetes-deployment ml mlops mlops-tools model-interpretability model-serving models opensource platform-engineering pytorch sklearn tensorflow

Last synced: 15 May 2025

https://github.com/kitops-ml/kitops?tab=readme-ov-file

An open source DevOps tool for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI artifact.

ai code datasets devops devops-tools gguf hacktoberfest kubernetes kubernetes-deployment ml mlops mlops-tools model-interpretability model-serving models opensource platform-engineering pytorch sklearn tensorflow

Last synced: 28 Apr 2025

https://github.com/jozu-ai/kitops

An open source DevOps tool for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI artifact.

ai code datasets devops devops-tools gguf hacktoberfest kubernetes kubernetes-deployment ml mlops mlops-tools model-interpretability model-serving models opensource platform-engineering pytorch sklearn tensorflow

Last synced: 16 Mar 2025

https://github.com/zphang/saliency_investigation

Code for "Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability" (https://arxiv.org/abs/2010.09750)

model-interpretability saliency-methods

Last synced: 13 Apr 2025

https://github.com/shuyib/chronic-kidney-disease-kaggle

Using machine learning models to predict if patients have chronic kidney disease based on a few features. The results of the models are also interpreted to make it more understandable to health practitioners.

data-cleaning-pipeline data-science data-transformation data-visualization diagnostics dimensionality-reduction feature-engineering feature-selection health-data-analysis health-data-science machine-learning machine-learning-algorithm machine-learning-algorithms model-interpretability preventative-medicine

Last synced: 19 Apr 2025

https://github.com/ondrejhruby/airbnb-analysis-machine-learning

A comprehensive end-to-end machine learning project analyzing Airbnb listings data. This project includes exploratory data analysis, model training, optimization, and model interpretability, using a randomly generated dataset for demonstration purposes.

airbnb-data data-science data-visualization exploratory-data-analysis hyperparameter-tuning machine-learning model-interpretability python regression-analysis

Last synced: 15 Mar 2025

https://github.com/shelton-beep/predicting-gpa-using-lifestyle-factors

Predicting student GPA using lifestyle factors like study habits, sleep, and stress levels. A machine learning model built to help students and educators understand the impact of lifestyle choices on academic performance.

data-analysis data-preprocessing data-science feature-engineering gpa-prediction machine-learning model-interpretability predictive-modeling python regression-analysis student-performance xgboost