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dans's Projects

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

api-designer icon api-designer

A web editor for creating and sharing RAML API specifications

atom icon atom

:atom: The hackable text editor

awesome-diarization icon awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

clustviz icon clustviz

Visualization of many Clustering Algorithms, via Notebook or GUI

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

customer-survival-analysis-and-churn-prediction icon customer-survival-analysis-and-churn-prediction

In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.

datasc icon datasc

All about Data Science and Economics

dtale icon dtale

Visualizer for pandas data structures

ethik icon ethik

:mag_right: A toolbox for fair and explainable machine learning

evals icon evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

evomaster icon evomaster

The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).

expai-tutorials icon expai-tutorials

Repository containing sample datasets, models and notebooks to start using EXPAI.

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