Skip to content

Commit

Permalink
v0.3.4
Browse files Browse the repository at this point in the history
  • Loading branch information
sergioburdisso committed Nov 12, 2019
1 parent 3e5546f commit 54a4bd6
Show file tree
Hide file tree
Showing 3 changed files with 9 additions and 2 deletions.
6 changes: 6 additions & 0 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,12 @@

All notable changes to PySS3 will be documented here.

## [0.3.4] 2019-11-12

### Fixed
- Dependencies and compatibility with python 2 Improved


## [0.3.3] 2019-11-12

### Fixed
Expand Down
3 changes: 2 additions & 1 deletion README.md
Original file line number Diff line number Diff line change
@@ -1,13 +1,14 @@
# PySS3: A python package implementing a novel text classifier with visualization tools for Explainable AI
[![Documentation Status](https://readthedocs.org/projects/pyss3/badge/?version=latest)](http://pyss3.readthedocs.io/en/latest/?badge=latest)
[![Build Status](https://travis-ci.org/sergioburdisso/pyss3.svg?branch=master)](https://travis-ci.org/sergioburdisso/pyss3)
[![Requirements Status](https://requires.io/github/sergioburdisso/pyss3/requirements.svg?branch=master)](https://requires.io/github/sergioburdisso/pyss3/requirements/?branch=master)

The SS3 text classifier is a novel supervised machine learning model for text classification. SS3 was originally introduced in Section 3 of the paper _["A text classification framework for simple and effective early depression detection over social media streams"](https://dx.doi.org/10.1016/j.eswa.2019.05.023)_ (preprint available [here](https://arxiv.org/abs/1905.08772)).

**Some virtues of SS3:**

* It has the **ability to visually explain its rationale**.
* Introduces a **domain-independent** classification model that does not require feature engineering.
* Introduces a **domain-independent** classification model that **does not require feature engineering**.
* Naturally supports **incremental (online) learning** and **incremental classification**.
* Well suited to work over **text streams**.

Expand Down
2 changes: 1 addition & 1 deletion pyss3/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@
from functools import reduce
from six.moves import xrange

__version__ = "0.3.3"
__version__ = "0.3.4"

ENCODING = "utf-8"

Expand Down

0 comments on commit 54a4bd6

Please sign in to comment.