All Projects → HazyResearch → Fonduer Tutorials

HazyResearch / Fonduer Tutorials

Licence: mit
A collection of simple tutorials for using Fonduer

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fonduer-logo

Fonduer Tutorials

Introduction Tutorials

We have several introductory tutorials to help get you started with using Fonduer.

Hardware Tutorial

In this tutorial, we build a Fonduer application to tackle the task of extracting maximum storage temperatures for specific transistor part numbers from their datasheets (PDF format).

Wiki Tutorial

In this tutorial, we use Fonduer to extract the place of of birth for American presidents from their wikipedia html pages (HTML format).

Hardware Figures Tutorial

In this advanced tutorial, we build a Fonduer application to tackle the task of extracting images for specific transistors from their datasheets. This demonstrates how Fonduer can be used for image data in additional to text.

Quick Start

docker-compose up

Installation

Dependencies

We use a few applications that you'll need to install and be sure are on your PATH.

For OS X using homebrew:

brew install poppler
brew install postgresql
brew install libpng freetype pkg-config

On Debian-based distros:

sudo apt install libxml2-dev libxslt-dev python3-dev libpq-dev
sudo apt build-dep python-matplotlib
sudo apt install poppler-utils
sudo apt install postgresql

For the Python dependencies, we recommend using a virtualenv. Once you have cloned the repository, change directories to the root of the repository and run

virtualenv -p python3 .venv

Once the virtual environment is created, activate it by running

source .venv/bin/activate

Any Python libraries installed will now be contained within this virtual environment. To deactivate the environment, simply run deactivate.

Then, install Fonduer and any other python dependencies by running:

pip install -r requirements.txt

Running

After installing all the requirements, just run:

jupyter notebook
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