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Python address detector

Project description

Address Detector

How to detect if a user query might be an address and requires to launch a map answer.

Project Modules
The project implements 3 classifiers, using an a la scikit template.

The first classifier is a simple scorer classifier, based on the parsing result of the address parser libpostal (
According to how the parser manage to work, and which fields are parsed, we make a score and decide if an address or not.

The second classifier is based on the FastText classifier trained on address data. The fasttext makes an embedding of the differents address it sees and therefore when a new address is submitted if it's in a close spaceto what have been learned.
The classifier is pre-trained, and the Fasttext zip model is store within the package.

The third classifier is a voting classifier combining the results of the two previous classifiers.

Project Dependencies
####Installation of Postal:
Before you install `Postal` , make sure you have the following prerequisites:
sudo apt-get install curl autoconf automake libtool pkg-config

Then to install the C library:

git clone
cd libpostal
./configure --datadir=[...some dir with a few GB of space...]
sudo make install

# On Linux it's probably a good idea to run
sudo ldconfig
#### Installation of FastText
In order to build `fastText`, use the following:

$ git clone
$ cd fastText
$ make


0.1.0 (2017-10-25)

* First release on PyPI.

Project details

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Filename, size & hash SHA256 hash help File type Python version Upload date
addr_detector-0.2.1.tar.gz (52.8 MB) Copy SHA256 hash SHA256 Source None Nov 17, 2017

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