https://github.com/giskard-ai/awesome-ai-safety

📚 A curated list of papers & technical articles on AI Quality & Safety

ai ai-alignment ai-quality ai-safety artificial-intelligence awesome awesome-list computer-vision ethical-ai llm llmops machine-learning ml ml-safety ml-testing mlops model-testing model-validation natural-language-processing robustness

Last synced: 13 Nov 2024

https://github.com/sajeebchakraborty/artificial_intelligence_lab

ai artificial-intelligence artificial-neural-networks augmentation cnn cnn-classification fashion-mnist fashion-mnist-dataset model-test model-testing model-train model-training polynomial-arithmetic

Last synced: 15 Apr 2025

https://github.com/chaitanyac22/udacity-aws-mle-nd-project2-build-a-ml-workflow-for-scones-unlimited-on-amazon-sagemaker

The primary objective of this project was to build and deploy an image classification model for Scones Unlimited, a scone-delivery-focused logistic company, using AWS SageMaker.

aws aws-ec2 aws-iam aws-lambda aws-s3 aws-sagemaker aws-statemachine aws-step-functions deployment endpoint image-classification json lambda-functions model-evaluation model-inference model-testing python python3 sagemaker-deployment sagemaker-studio

Last synced: 27 Mar 2025

https://github.com/joutvhu/model-tester

Model Tester is a utility for automatically testing model classes.

model model-testing tester

Last synced: 21 Feb 2025

https://github.com/j-andrews7/strprofiler

A python utility to compare short tandem repeat (STR) profiles.

model-testing sample-mixture-detection short-tandem-repeats str-profiling

Last synced: 17 Mar 2025

https://github.com/shwetapardhi/assignment-04-simple-linear-regression-1

Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Model Predictions using simple linear regressi

correlation-analysis data-visualization distplot eda feature-engineering model-building model-prediction model-testing numpy ols-regression p-value pandas python regression-plot rsquare-values seaborn simple-linear-regression smf statsmodel t-score

Last synced: 27 Feb 2025

https://github.com/qetdr/xautoml-project1

Automated Machine Learning Framework for predicting drinking water quality

automated-machine-learning classification hpo hyperparameter-optimization model-testing python

Last synced: 26 Mar 2025

https://github.com/chairchandler/django-fields-testing

Package for testing fields in django models and regular classes.

django django-models model-testing orm-library pytest testing testing-library

Last synced: 09 Mar 2025

https://github.com/patilsukanya/assignment-04.-simple-linear-regression-q1

Used libraries and functions as follows:

correlation-analysis data-visualization distplot eda feature-engineering model-building model-predictions model-testing numpy ols-regression p-value pandas python r-square-values regression-plot seaborn simple-linear-regression smf statmodels t-score

Last synced: 08 Mar 2025

https://github.com/sayamalt/credit-card-approval-prediction

Successfully developed a machine learning model which can accurately predict up to 100% accuracy whether a credit card application of a given applicant would be approved or not, based on several demographic features such as applicant age, total income, marital status, total years of work experience, etc.

binary-classification cicd-deployment cross-validation data-exploration-and-preprocessing data-visualization exploratory-data-analysis feature-engineering hyperparameter-optimization machine-learning model-deployment model-retraining model-selection model-testing model-training-and-evaluation

Last synced: 19 Feb 2025

https://github.com/sayamalt/superstore-sales-prediction

Successfully established a machine learning model that can accurately predict the sales of a superstore based on various features such as quantity, profit, discount, postal code, etc. The features are mainly associated with order details and customer demographics.

azure-machine-learning azure-web-app-service cicd-deployment cross-validation data-cleaning-and-preprocessing data-visualization exploratory-data-analysis feature-engineering github-actions-ci-cd hyperparameter-tuning machine-learning model-deployment model-retraining model-testing model-training-and-evaluation regression-models

Last synced: 19 Feb 2025

https://github.com/drkocoglu/video_labeler

Video labeler for Training and Testing Computer Vision Models

computer-vision detectron2 faster-rcnn gui image-labeling instance-segmentation label-track mask-rcnn mean-average-precision model-testing object-detection object-oriented-programming object-tracking pointrend pytorch semantic-segmentation video-labeling

Last synced: 04 Mar 2025