kalpesh22-21 Goto Github PK

atlas_facebook

Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)

bigcase

cement_strength_predictor

An Academic project to apply knowledge of Feature engineering, Feature Selection, Data Cleaning and Detecting Outliers, Model Tuning & Confidence Interval Calculation.

etl_scripts

Repository of all my work in ETL, Automation & Backup.

haystack

:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

image_captioning

Image Captioning using RNN & Transformer: A Comparative Analysis

image_captioning_using_hugging_face

In this project Flikr8K dataset was used to train an Image Captioning model Using Hugging face Transformer.

information_retrival_pipeline

An Information Retrival pipeline for searching relevant documents Using Customized Weighted TFIDF and Haystack Question Answering Model using Bert Base model integrated with Elastic Search for fast document retrival

jh-kaggle-util

Jeff Heaton's Kaggle Utilities

miniproject

moodle

Moodle - the world's open source learning platform WITH HEROKU COMPATIBILITY off MOODLE_34_STABLE branch

newsheadline_sarcasm_detection

The objective of this project is to build a text classification model that analyses the headlines of the news papers and classifies them as sarcastic or not. The model uses a complex deep learning model to build an embedding layer followed by a classification algorithm.

nn-to-classify-street-house-view-numbers

This was an academic project. The objective of the project is to learn how to implement a simple image classification pipeline based on the k-Nearest Neighbour and a deep neural network.

pneumonia_recognition

The objective of this project is to build a face recognition system, which includes building a face detector to locate the position of a face in an image and a face identification model to recognize whose face it is by matching it to the existing database of faces.

product_recommedation

This project involved building recommendation systems for Amazon products. A popularity-based model and a collaborative Filtering model were used and evaluated to recommend top-10 products for a user.

queryticket_classification

In this capstone project, we will build a classifier that can by analysing text in the incidents and classify incidents to right functional groups can help organizations to reduce the resolving time of the issue.

recommendation_complete_tutorial

toxic-comment-classifier-for-instagram

Build a unique model to extract comments from images and classify them on the basis of excessive content

weighted_tfidf

This Code will help you give different weights to the words in important sections of the documents like Title, Index or any other part of the document.

yocket_universitydata_scraper