aimalrehman92

aimalrehman92

Hello !

Attention-U-Net-for-Lung-Segmentation-on-Chest-Xray-Scans

Lung Segmentation on Chest Xray Images with Attention U-Net

CardiacMRI_3D_UNet_Pytorch

PyTorch code for 3D-UNet for Cardiac MRI scan

Exploratory-Data-Analysis-on-CryptoCurrency-Data-by-G-Research-CryptoCurrency

In this notebook, I perform some basic data analysis on cryptocurrency data by G-cryptocurrency to have some insights before conducting time series analysis for forecasting and prediction on returns of each one of the 14 crypto-assets.

google-playstore-analysis

A project on comprehensive analysis of the Google Playstore Apps dataset.

Information-theoretic-analysis-of-AWGN-channel-with-M-ary-signaling

Information theoretic analysis (mathematical derivation and MATLAB code) for AWGN channel

Multiclass-Semantic-Segmentation-with-U-NET

Multiclass Semantic Segmentation using U-NET architecture on aerial drone imagery

ocr_doc_analysis

Plagiarism Detection using Optical Character Recognition (OCR)

Predicting-Presence-of-Heart-Disease-using-Machine-Learning-Techniques

On the dataset of 13 features and 1 target variable that indicates if the heart disease is present or not, we use classification algorithms: Linear Regression, Naive Bayes Classifier, KNN Classifier in this notebook and compare them in terms of accuracy.

Semantic-Segmentation-with-UNET

In one line, it is pixel-wise classification. The deep learning model we use here is UNET model designed for Biomedical Image Segmentation originally proposed in the paper entitled: U-Net: Convolutional Networks for Biomedical Image Segmentation by Olaf Ronneberger, Philipp Fischer, Thomas Brox.

aimalrehman92/Multiclass-Semantic-Segmentation-with-U-NET

Multiclass Semantic Segmentation using U-NET architecture on aerial drone imagery

aimalrehman92/CardiacMRI_3D_UNet_Pytorch

PyTorch code for 3D-UNet for Cardiac MRI scan

aimalrehman92/Semantic-Segmentation-with-UNET

In one line, it is pixel-wise classification. The deep learning model we use here is UNET model designed for Biomedical Image Segmentation originally proposed in the paper entitled: U-Net: Convolutional Networks for Biomedical Image Segmentation by Olaf Ronneberger, Philipp Fischer, Thomas Brox.

aimalrehman92/Attention-U-Net-for-Lung-Segmentation-on-Chest-Xray-Scans

Lung Segmentation on Chest Xray Images with Attention U-Net

aimalrehman92/google-playstore-analysis

A project on comprehensive analysis of the Google Playstore Apps dataset.

aimalrehman92/Information-theoretic-analysis-of-AWGN-channel-with-M-ary-signaling

Information theoretic analysis (mathematical derivation and MATLAB code) for AWGN channel

aimalrehman92/Predicting-Presence-of-Heart-Disease-using-Machine-Learning-Techniques

On the dataset of 13 features and 1 target variable that indicates if the heart disease is present or not, we use classification algorithms: Linear Regression, Naive Bayes Classifier, KNN Classifier in this notebook and compare them in terms of accuracy.

aimalrehman92/aimalrehman92

Hello !

aimalrehman92/Analysis-of-Japanese-Stock-Market-JPX-Stock-Pricing-Data

We have a historic data for a variety of Japanese stocks. This data analysis enables the first-hand understanding of the stock pricing dataset.

aimalrehman92/Analyzing-CIA-Factbook-Data-Using-SQLite-and-Python

In this project, we'll work with data from the CIA World Factbook, a compendium of statistics about all of the countries on Earth. In this guided project, we'll explore the Python SQLite workflow to explore, analyze, and visualize data from this database.

aimalrehman92/Apriori-Algorithm-for-Association-Rule-Mining

A brief explanation of Apriori Algorithm for learning frequent itemsets and association rules

aimalrehman92/Exploratory-Data-Analysis-on-CryptoCurrency-Data-by-G-Research-CryptoCurrency

In this notebook, I perform some basic data analysis on cryptocurrency data by G-cryptocurrency to have some insights before conducting time series analysis for forecasting and prediction on returns of each one of the 14 crypto-assets.

aimalrehman92/ocr_doc_analysis

Plagiarism Detection using Optical Character Recognition (OCR)

aimalrehman92/Code-for-the-Simulation-of-LDPC-Codes-over-AWGN-Channel

This repository contains C++ simulation of LDPC codes on AWGN channel

aimalrehman92/Comparison-of-Machine-Learning-classifiers

In this notebook, we use different Machine Learning classification algorithms and compare their performance.

aimalrehman92/Exploring-Hacker-News

Exploring Hacker News Dataset with Python Fundamentals

aimalrehman92/hello-world

This is my first repositry on GitHub. I am new to GitHub.

aimalrehman92/Implementation-of-Convolutional-Neural-Network

We implement and study Convolutional Neural Network

aimalrehman92/iOS-Appstore-and-Google-Playstore-Analysis-with-Fundamental-Python

This is a notebook for the first course on Python Fundamentals on 'Path to Data Scientist' on dataquest.io.

aimalrehman92/Linear-Regression-Algorithm-on-Housing-Dataset

In this repository, we show the use of Linear Regression Algorithm on the Housing dataset

aimalrehman92/Logistic-Regression-for-classification-on-Banking-note-dataset

We code 'Logistic Regression' for classification of banking notes in dataset into 'Genuine' and 'Forged'.

aimalrehman92/Logistic-regression-with-synthetic-binary-dataset

aimalrehman92/Optimizers-for-Neural-Network

A brief discussion on some of the variants of Gradient Descent for optimization.

aimalrehman92/PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

aimalrehman92/Spam-Filter-with-Naive-Bayes

We build a spam filter using the Naive Bayes algorithm.

aimalrehman92/Tweet-Sentiment-Classifier-using-K-Nearest-Neighbor

The goal of this project is to build a nearest-neighbor based classifier for tweet sentiment classification

aimalrehman92/VAE-SVHN

Variational Autoencoder Trained on SVHN dataset with weights.