dreji18/Text-Classification-App

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Python
Created almost 4 years ago
Updated almost 4 years ago

dreji18/Text-Classification-App

dreji18

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This App is a full fledge tool box for any user to train, test and predict a classification model

Bio-Epidemiology-NER

Recognize bio-medical entities from a text corpus

Fairness-in-AI

Detecting Bias and ensuring Fairness in AI solutions

Jupyter Notebook

NER-Training-Spacy-3.0

Train your custom NER Pipeline with Spacy in 5 simple steps

Jupyter Notebook

Clustering-with-Bert-Embeddings

This Tutorial details on how to do clustering using embeddings

Jupyter Notebook

Fine-tune-Speech-Recognition

Tutorial on how to train a custom voice recognition model using Hugging face models.

pipeline-turbo

Accelerate your processing pipeline

Jupyter Notebook

Semantic-Search-using-DistilBert

Jupyter Notebook

Environmental-Due-Diligence

Predicts classes of environmental due diligence

Jupyter Notebook

Question-Answering-Pipeline-Tutorial

A step-by-step guide that explains how to build a system that is capable of answering questions based on a given dataset.

Jupyter Notebook

GPT4ALL-Langchain

Unlock the Power of Information Extraction with GPT4ALL and Langchain!

Question_Answering_for_ALL

This tool tries answering data related to any query if the information is available in Wikipedia. The data is dynamically created once the query is passed and the QnA module answers from it. The data is ranked and prioritized based on the query. Images and Youtube videos are fetched with the help of a couple of packages. Finally, a summary will be created and auto-downloaded for the reference.

Drought-Prediction

Calculating SPI values using Precipitation data

Text_match

Text similarity check using Fuzzywuzzy package

Jupyter Notebook

Invoke-ChatSonic-API-with-Python

ChatSonic is a chatbot like ChatGPT but it can pull real-time data from Google and has integration with Stable Diffusion and DALL-E for image generation.

Data-Science-Capsules

Short tutorials on common Data Science functions and modules

Jupyter Notebook

Huggingface-Tutorial

Video Walkthrough on how to load NLP models from Huggingface

Jupyter Notebook

Drought-Event-Calculation

Tapas-Implementation

Jupyter Notebook

Gibberish-detection

Gibberish detection is the process of identifying text that is nonsensical or lacks meaning.

Jupyter Notebook

embed-clustering

Clustering using different non-parameteric models with the power of bert embeddings

Topic-Extraction

Extraction of important topics/key phrases from a paragraphs.