TopicBlob is a package to perform quick and easy topic modeling on text.
Project description
TopicBlob: Simplified Topic Modeling
TopicBlob is a Python 3 library for processing textual data. It provides a simple API for diving into common natural language processing (NLP) tasks around topic modeling such as finding similar documents and provide a list of topics given input text.
Here is a live demo of TopicBlob working on wikipedia pages
https://share.streamlit.io/banjtheman/topicblob/main/topicblob_st.py
TopicBlob leverages NLTK, pandas, and gensim , for the heavy lifting
Features
- Topic Extraction
- Similarity Search
- BM25 search ( word ranking search)
- Topic Search
Get it now
$ pip install topicblob
Requirements
- Python >= 3.5
Docker Setup
- Ensure you have (docker)[https://www.docker.com/] installed locally.
- Build local Docker Image
docker build -t topicblob:local . - Run App (Simply runs the
example.pymodule)docker run topicblob:local
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file topicblob-0.0.8.tar.gz.
File metadata
- Download URL: topicblob-0.0.8.tar.gz
- Upload date:
- Size: 7.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.1 setuptools/45.2.0.post20200210 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.7.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
7df3119c07bf4e910e49c66c8b232f31ede28a4daf75cbd372fe276b72f290c5
|
|
| MD5 |
01043d2515c6aef936cd3ddb8c6937c1
|
|
| BLAKE2b-256 |
e79f4b44e98191e28cc3803e4b75ccb8f924910b68fc9f9300036acf990759fe
|
File details
Details for the file topicblob-0.0.8-py3-none-any.whl.
File metadata
- Download URL: topicblob-0.0.8-py3-none-any.whl
- Upload date:
- Size: 11.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.1 setuptools/45.2.0.post20200210 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.7.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e983a09190a3d18ab79d39f6453c3ea6b24db6825843765387e273c51d7f573d
|
|
| MD5 |
23dd71c68a1c25989e6060cbede9d90c
|
|
| BLAKE2b-256 |
5c5cc4145c2a03a7e32762d0005060fa8dd2c0b9a931fc9ddde5b06c62badb35
|
