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blackstone

:black_circle: A spaCy pipeline and model for NLP on unstructured legal text.

canliimeta

Collection of scripts used to metadata down from CanLII

case-spy

Express.js application that uses regular expressions to match against legal case references in a hard-coded paragraph

caselaw-classifier

Uses scikit-learn to predict the main subject matter of judgments

convertjs

Converts JSON into CSV

ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.

ds-caselaw-utils

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

fcr

Family Court Report processor

ftl-sprint-case-clustering

Work on clustering court cases (in XML format), done for Jack Cushman's Free the Law Wintersession Sprint in January 2016.

ftpconnect

Connect to an FTP site with Python

garland

Builds inverted index of sentences across multiple files

hdp

Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.

home

importantbits

Highlight popularly cited paragraphs on canlii cases

judgmental

UK case law

juniper

🍇 Edit and execute code snippets in the browser using Jupyter kernels

law-report-judgment-extractor

Parses XML law reports files and extracts the case metadata and judgment portions of the file

law-report-topic-sorter

Parses XML law reports files, identified the zero-level catchword in the markup and moves the file to a folder named according to the zero-level catchword

lda-c

This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.

minimal-django-file-upload-example

Source code for example at http://stackoverflow.com/questions/5871730/need-a-minimal-django-file-upload-example

pycanlii

Python API Wrapper for CanLII

rcj-cause-list-scraper

Scrapes the daily cause list of cases listed in the Royal Courts of Justice published by the Ministry of Justice at https://www.justice.gov.uk/courts/court-lists/list-cause-rcj

scikit-learn-text-classification-example-

Sets out a very simple example of using Scikit-learn to run supervised classification over your own corpus of text data

sentenize

A simple Python script that uses NLTK to split documents into sentences

smoke

BAILII feed parser

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

straw

A platform for real-time streaming search

sumy

Module for automatic summarization of text documents and HTML pages.

tmve-original

create a browser of a corpus using a topic model; original TMVE implementation (static pages)