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zerafachris's Projects

ai_data_platform icon ai_data_platform

This is an example of an End-to-End Data Engineering System on Real Data specifically for AI systems

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

anpr icon anpr

licence plate detection and recognition

bio icon bio

Professional portfolio and about me

casaos icon casaos

CasaOS - A simple, easy-to-use, elegant open-source Personal Cloud system.

crawlab icon crawlab

Distributed web crawler admin platform for spiders management regardless of languages and frameworks. 分布式爬虫管理平台,支持任何语言和框架

e2e-data-engineering icon e2e-data-engineering

An end-to-end data engineering pipeline that orchestrates data ingestion, processing, and storage using Apache Airflow, Python, Apache Kafka, Apache Zookeeper, Apache Spark, and Cassandra. All components are containerized with Docker for easy deployment and scalability.

explainx icon explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.

explainx_counterfactuals icon explainx_counterfactuals

A visual counterfactual explanation of predictions by machine learning models. Work adapted from https://arxiv.org/abs/2003.02428.

explainx_decision_tree icon explainx_decision_tree

Easily explain the behavior of machine learning models using decision rules generated by decision trees. Work adapted from https://github.com/nyuvis/SuRE

faust icon faust

Python Stream Processing. A Faust fork

feast icon feast

Feature Store for Machine Learning

feathr icon feathr

Feathr – A scalable, unified data and AI engineering platform for enterprise

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ipynb-seg2014fwibenchmark icon ipynb-seg2014fwibenchmark

IPython notebook that generates an interactive overview of the Chevron SEG 2014 Full-waveform Inversion benchmark dataset

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