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mervatkheir's Projects

a-2017 icon a-2017

Public Repository for cs109a, 2017 edition

ai-safe-transportation-smartcities icon ai-safe-transportation-smartcities

Developing a real-life use case implementing AI for safe transportation in smart cities in localized context and leveraging open-source data, technologies, packages and tools

ai-services-quality-smartgovernment icon ai-services-quality-smartgovernment

Developing a real-life use case implementing AI for enhancing e-services quality in smart government in localized context and leveraging open-source data, technologies, packages and tools

ai-strategic-growth-smarteconomy icon ai-strategic-growth-smarteconomy

Developing a real-life use case implementing AI for strategic growth for smart economy transformation in localized context and leveraging open-source data, technologies, packages and tools

airbyte icon airbyte

Airbyte is an open-source data integration platform that helps you consolidate your data in your warehouses, lakes and databases.

airflow-pipeline icon airflow-pipeline

An Airflow docker image preconfigured to work well with Spark and Hadoop/EMR

data-analysis-of-egyptian-movies icon data-analysis-of-egyptian-movies

-This project targets the textual analysis of Egyptian movie plot summaries that were curated from online sources, covering the four golden decades of Egyptian Cinema.

datawig icon datawig

Imputation of missing values in tables.

entity-resolution icon entity-resolution

HierMatcher+ is a deep learning model for entity resolution (ER). It uses BERT in a feature based approach together with HierMatcher in order to effictively solve the homogeneous, dirty and hetetrogeneous ER problem. HierMatcher+ outperforms HierMatcher by up to 9.57%. Pytorch is used for the implementation.

feature-engineering-book icon feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

mice icon mice

Multivariate Imputation by Chained Equations

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