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Data analysis

  • DS1016-Project
  • Description: Using Deep Learning to Detect Alzheimer's Disease
  • Data Source: Alzheimer’s Disease Neuroimaging Initiative (https://adni.loni.usc.edu/)
  • Type of analysis:

Startup the project

The initial setup.

Create virtualenv and install the project:

sudo apt-get install virtualenv python-pip python-dev
deactivate; virtualenv ~/venv ; source ~/venv/bin/activate ;\
    pip install pip -U; pip install -r requirements.txt

Unittest test:

make clean install test

Check for DS1016-Project in github.com/{group}. If your project is not set please add it:

Create a new project on github.com/{group}/DS1016-Project Then populate it:

##   e.g. if group is "{group}" and project_name is "DS1016-Project"
git remote add origin git@github.com:{group}/DS1016-Project.git
git push -u origin master
git push -u origin --tags

Functionnal test with a script:

cd
mkdir tmp
cd tmp
DS1016-Project-run

Install

Go to https://github.com/{group}/DS1016-Project to see the project, manage issues, setup you ssh public key, ...

Create a python3 virtualenv and activate it:

sudo apt-get install virtualenv python-pip python-dev
deactivate; virtualenv -ppython3 ~/venv ; source ~/venv/bin/activate

Clone the project and install it:

git clone git@github.com:{group}/DS1016-Project.git
cd DS1016-Project
pip install -r requirements.txt
make clean install test                # install and test

Functionnal test with a script:

cd
mkdir tmp
cd tmp
DS1016-Project-run

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Using Deep Learning to Detect Alzheimer's Disease

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