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abstractive-summarization-with-transfer-learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

abstractive-text-summarization

Pytorch abstractive text summarization

basic-machine-translation

A machine translation system and a locality sensitive hashing table for document search based cosin similarity

coronavirus-tweets-nlp--multi-class-text-classification

The project is about multi classification problem, the data set contained the raw tweets provide by different age group of people. This repository contain the code for pre-processing and applying machine learning techniques to predict sentiments of the user.

email-classifier-deployment

emotions-text-classifier

exploratory-data-analysis-eda-

flight-prediction-predictive-model

kmeans-meanshift-and-hierarchical-clustering-for-credit-card-dataset

linear-regression-from-scratch-python

The repo contains two Implementation, first Implement linear regression from scratch and secondly designed the linear regression by using PyTorch

longformer-for-longer-document-classification

Longformer for long document classification

multi-class-sentiment-classification

named-entity-recognition-gmb-dataset

The project is about Named-entity recognition which locate and classify named entities mentioned in unstructured text into pre-defined categories such as person names, organizations, locations, medical codes, time expressions, quantities, monetary values, percentages.

named-entity-recognition-medical-records

Named Entity Recognition system for analyzing the CORD 19 Research Challenge dataset.

neural-network-from-scratch

Designed the neural network from scratch with NumPy and Pandas.

neural-network-optimization-by-particle-swarm-optimization

Artificial neural networks optimization using particle swarm optimization algorithms.

neural-network-optimization-using-genetic-algorithm-from-scratch

Neural network optimzation using GA

particle-swarm-optimization-from-scratch-using-numpy

This is repo contains the implementation of Particle Swarm Optimization (PSO) through Python!

phd

A list of resources on how/why to do a PhD

portfolio-aftab.github.io

python-kick-start-repo

pytorch-image-classification-mnist-dataset

recommendation-system

This is a mini project that I worked on, the project is about a movie recommendation system. The system will be returned the 10 most relevant search results according to the search query.

recommendation-system-papers

All the state of the art papers related to the recommendation system

roberta-movie-reviews-text-classification

This is a mini project, in which i designed the ROBERTA model with PyTorch for sentiment analysis, and the dataset I used is IMDb-Movie-Review. The data contain raw text and its sentiment.

sentiment-analysis-lstm

This is a mini project, in which I designed the model for sentiment analysis, and the dataset I used is: Movie-Review. The data contain raw text and its sentiments.

spelling-autocorrect-from-scratch-with-python

Spelling autocorrect from scratch with python

state-of-the-art-ner-models

Start of the art pre-trained Named entity extraction model

stock-sentiment-analysis

summarize.

Summarize. is a Streamlit application that performs automatic text summarization using both extractive and abstractive models.