Discover @aftabanjum4451 Open Source projects

aftabanjum4451

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Global Rank 346,182 (Top 12 %)
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Registered over 6 years ago
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87.5 %

Python
8.3 %

CSS
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Location 🇵🇰 Pakistan
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Jupyter Notebook
48

CSS
633

Python
741

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

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abstractive-Text-summarization

Pytorch abstractive text summarization

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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.

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Flight-prediction-Predictive-model

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The-Social-Dilemma-Tweets-Text-Classification

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State-of-The-Art-NER-models

Start of the art pre-trained Named entity extraction model

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Multi-class-Sentiment-Classification

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Recommendation-System-Papers

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

Stock-Sentiment-Analysis

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Named-Entity-Recognition-Medical-Records

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

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Python-kick-Start-Repo

Python

Emotions-Text-classifier

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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.

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Text-summarization

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Wisconsin-Breast-Cancer-classification

it's a mini-project of binary classification the project involves data exploratory analysis, different ML, and ensemble models.

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Email-Classifier-Deployment

Python

Neural-network-from-scratch

Designed the neural network from scratch with NumPy and Pandas.

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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.

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portfolio-aftab.github.io

CSS

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.

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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.

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Neural-Network-Optimization-using-Genetic-Algorithm-from-scratch

Neural network optimzation using GA

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Pytorch-image-classification-mnist-dataset

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Neural-network-Optimization-by-particle-swarm-optimization

Artificial neural networks optimization using particle swarm optimization algorithms.

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

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

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aftabanjum4451

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