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Agha Awais's Projects

ann-comparision icon ann-comparision

This repository consists the Jupyter Notebook files containing code of Artificial Neural Network with different tuning parameters for a similar scenario.

coronavirus-data-analysis icon coronavirus-data-analysis

This repository contains data set for Corona-virus 22/01/2020 to 17/02/2020. Different analytical reports are generated.

cs50_sample_site icon cs50_sample_site

This repository contains the code for a sample site created for a task given by CS50 Harvard University. This site is about chess. All contents like, information, data, images are taken from wikipedia https://www.google.com.pk/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&cad=rja&uact=8&ved=2ahUKEwiMltOfyITtAhVCtnEKHem9ANgQFjAAegQIARAD&url=https%3A%2F%2Fen.wikipedia.org%2Fwiki%2FChess&usg=AOvVaw03iUVEtVesM2h9_i_AZ4eb

find-number-in-sequence icon find-number-in-sequence

This script takes user inputs for numeric sequence and asked what to find. Script tells how many times the asked number appeared in sequence.

luminance icon luminance

This repo is for the code to extract luminance value from each image and write it to the image.

mirrorimages icon mirrorimages

This module will create mirror image of an image in that same Directory, [file-wise and folder-wise].

ml-classifier-comparision icon ml-classifier-comparision

This repository contains Jupyter Notebook file containing the code to compare different sklearn classifiers on a dataset. Then it saves the output .png results in the working folder.

news-and-journalist-trends icon news-and-journalist-trends

This project for trends analysis in news and journalist articles. It is based on a data mining technique called apriori algorithm. In this project, results are generated regarding various dimensions to get the trend in news.

numerology icon numerology

This class can be used to generates lucky number from name or data of birth.

rnn-google-stock-price-prediction icon rnn-google-stock-price-prediction

In this repository RNN is build to predict Google stock price from a given dataset, validated and further fine tuned hyper parameters for better accuracy.

self-organizing-map-with-ann icon self-organizing-map-with-ann

This repository contains a hybrid model which contains unsupervised learning algorithm Self Organizing Map (SOM) with Artificial Neural Network (ANN). On a dataset of a bank on Credit Card Application. The model is going to first identify the data patterns with SOM and then with ANN to train and predict the probability of being fraudulent customer on the rest on dataset.

sleep-detector icon sleep-detector

This script contains code to detect a face and target it's state of eyes, either open or close for different applications. There it is used to detect if the driver is asleep or not while driving.

tree-traversals icon tree-traversals

This repository contains In-Order, Pre-Order and Post-Order Tree Traversals

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