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
1 maintainer
Metadata
1 maintainer
Release files for topicblob 0.0.8
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| topicblob-0.0.8.tar.gz | 7.1 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| topicblob-0.0.8-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 18.2 kB
Release files / topicblob-0.0.8.tar.gz
| Download URL | topicblob-0.0.8.tar.gz |
|---|---|
| Size | 7.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / topicblob-0.0.8-py3-none-any.whl
| Download URL | topicblob-0.0.8-py3-none-any.whl |
|---|---|
| Size | 11.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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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
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