A simple Streamlit App to classify swahili news into different categories.

Last update: May 01, 2022

Overview

Swahili News Classifier Streamlit App

A simple app to classify swahili news into different categories.

Installation

Install all streamlit requirements by run the following command

pip install requirements.txt

Run Streamlit

To access and use the application,donwoload or clone the repository and then run the command below.

streamlit run app.py

Finally browse the link provided in your browser.

Streamlit Cloud

The application has been deployed in the Streamlit Cloud.You can access here: https://share.streamlit.io/davisy/swahili-news-classifier-streamlit-app/app.py

Issues

Incase you have any difficulties or issues while trying to run the script you can raise it on the issues section.

Pull Requests

If you have something to add or new idea to implement, you are welcome to create a pull requests on improvement.

Give it a Star

If you find this repo useful , give it a star so as many people can get to know it.

Credits

All the credits to Davis David

Owner

Davis David

Data Scientist | @ZindiAfrica Ambassador in Tanzania| #AI Practitioner & Trainer | Senior Software Developer | #DataScience Blog Writer 📝

GitHub Repository https://share.streamlit.io/davisy/swahili-news-classifier-streamlit-app/app.py

nlabel is a library for generating, storing and retrieving tagging information and embedding vectors from various nlp libraries through a unified interface.

2 Jun 10, 2022

Simple program that translates the name of files into English

Simple program that translates the name of files into English. Useful for when editing/inspecting programs that were developed in a foreign language.

0 Dec 22, 2021

小布助手对话短文本语义匹配的一个baseline

oppo-text-match 小布助手对话短文本语义匹配的一个baseline 模型参考：https://kexue.fm/archives/8213 base版本线下大概0.952，线上0.866（单模型，没做K-flod融合）。训练测试环境：tensorflow 1.15 + keras

132 Dec 14, 2022

Py65 65816 - Add support for the 65C816 to py65

Add support for the 65C816 to py65 Py65 (https://github.com/mnaberez/py65) is a

4 Jan 04, 2023

A Lightweight NLP Data Loader for All Deep Learning Frameworks in Python

LineFlow: Framework-Agnostic NLP Data Loader in Python LineFlow is a simple text dataset loader for NLP deep learning tasks. LineFlow was designed to

177 Jan 04, 2023

End-to-end MLOps pipeline of a BERT model for emotion classification.

image source EmoBERT-MLOps The goal of this repository is to build an end-to-end MLOps pipeline based on the MLOps course from Made with ML, but this

4 Nov 06, 2022

Sorce code and datasets for "K-BERT: Enabling Language Representation with Knowledge Graph",

K-BERT Sorce code and datasets for "K-BERT: Enabling Language Representation with Knowledge Graph", which is implemented based on the UER framework. R

834 Jan 09, 2023

Super easy library for BERT based NLP models

Fast-Bert New - Learning Rate Finder for Text Classification Training (borrowed with thanks from https://github.com/davidtvs/pytorch-lr-finder) Suppor

1.8k Dec 27, 2022

SpikeX - SpaCy Pipes for Knowledge Extraction

SpikeX is a collection of pipes ready to be plugged in a spaCy pipeline. It aims to help in building knowledge extraction tools with almost-zero effort.

384 Dec 12, 2022

STonKGs is a Sophisticated Transformer that can be jointly trained on biomedical text and knowledge graphs

STonKGs STonKGs is a Sophisticated Transformer that can be jointly trained on biomedical text and knowledge graphs. This multimodal Transformer combin

27 Aug 11, 2022

Stack based programming language that compiles to x86_64 assembly or can alternatively be interpreted in Python

lang lang is a simple stack based programming language written in Python. It can

1 May 30, 2022

An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition

CRNN paper：An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition 1. create your ow

3 Apr 02, 2022

The Easy-to-use Dialogue Response Selection Toolkit for Researchers

32 Nov 13, 2022

TruthfulQA: Measuring How Models Imitate Human Falsehoods

69 Dec 25, 2022

Scene Text Retrieval via Joint Text Detection and Similarity Learning

This is the code of "Scene Text Retrieval via Joint Text Detection and Similarity Learning". For more details, please refer to our CVPR2021 paper.

79 Nov 29, 2022

NLP-Project - Used an API to scrape 2000 reddit posts, then used NLP analysis and created a classification model to mixed succcess

Project 3: Web APIs & NLP Problem Statement How do r/Libertarian and r/Neoliberal differ on Biden post-inaguration? The goal of the project is to see

2 Mar 29, 2022

Machine Learning Course Project, IMDB movie review sentiment analysis by lstm, cnn, and transformer

IMDB Sentiment Analysis This is the final project of Machine Learning Courses in Huazhong University of Science and Technology, School of Artificial I

0 Dec 27, 2021

Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classifi

186 Dec 24, 2022

Generating Korean Slogans with phonetic and structural repetition

LexPOS_ko Generating Korean Slogans with phonetic and structural repetition Generating Slogans with Linguistic Features LexPOS is a sequence-to-sequen

3 May 23, 2022

profile tools for pytorch nn models

nnprof Introduction nnprof is a profile tool for pytorch neural networks. Features multi profile mode: nnprof support 4 profile mode: Layer level, Ope

42 Jul 09, 2022