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

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

UIS-RNN Overview This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm. UIS-RNN solves the problem of s

1.4k Dec 28, 2022

Practical Machine Learning with Python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

2k Jan 08, 2023

NLP Text Classification

多标签文本分类任务近年来随着深度学习的发展，模型参数的数量飞速增长。为了训练这些参数，需要更大的数据集来避免过拟合。然而，对于大部分NLP任务来说，构建大规模的标注数据集非常困难（成本过高），特别是对于句法和语义相关的任务。相比之下，大规模的未标注语料库的构建则相对容易。为了利用这些数据，我们可以

1 Nov 11, 2021

Conditional Transformer Language Model for Controllable Generation

CTRL - A Conditional Transformer Language Model for Controllable Generation Authors: Nitish Shirish Keskar, Bryan McCann, Lav Varshney, Caiming Xiong,

1.7k Dec 28, 2022

Pretrained Japanese BERT models

Pretrained Japanese BERT models This is a repository of pretrained Japanese BERT models. The models are available in Transformers by Hugging Face. Mod

387 Dec 30, 2022

Finetune gpt-2 in google colab

gpt-2-colab finetune gpt-2 in google colab sample result (117M) from retraining on A Tale of Two Cities by Charles Di

212 Jan 02, 2023

Artificial Conversational Entity for queries in Eulogio "Amang" Rodriguez Institute of Science and Technology (EARIST)

🤖 Coeus - EARIST A.C.E 💬 Coeus is an Artificial Conversational Entity for queries in Eulogio "Amang" Rodriguez Institute of Science and Technology,

3 Oct 14, 2022

An ultra fast tiny model for lane detection, using onnx_parser, TensorRTAPI, torch2trt to accelerate. our model support for int8, dynamic input and profiling. (Nvidia-Alibaba-TensoRT-hackathon2021)

Ultra_Fast_Lane_Detection_TensorRT An ultra fast tiny model for lane detection, using onnx_parser, TensorRTAPI to accelerate. our model support for in

121 Dec 27, 2022

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

9 Jan 08, 2023

中文无监督SimCSE Pytorch实现

A PyTorch implementation of unsupervised SimCSE SimCSE: Simple Contrastive Learning of Sentence Embeddings 1. 用法无监督训练 python train_unsup.py ./data/ne

99 Dec 23, 2022

Spooky Skelly For Python

_____ _ _____ _ _ _ | __| ___ ___ ___ | |_ _ _ | __|| |_ ___ | || | _ _ |__ || . || . || . || '

1 Dec 23, 2021

Text to speech converter with GUI made in Python.

Text-to-speech-with-GUI Text to speech converter with GUI made in Python. To run this download the zip file and run the main file or clone this repo.

1 Nov 15, 2021

Code for PED: DETR For (Crowd) Pedestrian Detection

36 Sep 13, 2022

Perform sentiment analysis on textual data that people generally post on websites like social networks and movie review sites.

Sentiment Analyzer The goal of this project is to perform sentiment analysis on textual data that people generally post on websites like social networ

53 Mar 01, 2022