covid-19

(Documentation and paper to be published soon)

This repository contains codes relating to my research on data synthesis and machine learning model development to fight covid-19. Each and every step in the development and the process will be updated soon.

Process is broken down into a chain of notebooks as described below.

Data Cleaning

Data Exploration

Dataset building

Model Building

Candidate models

Training and evaluation

Analysis of Models

Name		Name	Last commit message	Last commit date
Latest commit History 35 Commits
input		input
models/run		models/run
models_rnn		models_rnn
CV19Net.ipynb		CV19Net.ipynb
CV19_Cleaning.ipynb		CV19_Cleaning.ipynb
CV19_Dataset.ipynb		CV19_Dataset.ipynb
CV19_Dataset_Explore.ipynb		CV19_Dataset_Explore.ipynb
CV19_RNNNet.ipynb		CV19_RNNNet.ipynb
CV19_Synthesis.ipynb		CV19_Synthesis.ipynb
CV19_Synthesis_Latest.ipynb		CV19_Synthesis_Latest.ipynb
CV19_result_analysis.ipynb		CV19_result_analysis.ipynb
Create_Directory_Structure.ipynb		Create_Directory_Structure.ipynb
LICENSE		LICENSE
README.md		README.md
RNN_CV19Net.ipynb		RNN_CV19Net.ipynb
common.py		common.py

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ammarisme/covid-19

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covid-19

(Documentation and paper to be published soon)

Data Cleaning

Data Exploration

Dataset building

Model Building

Candidate models

Training and evaluation

Analysis of Models

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