mustaffa-hussain

TFIDF-Vectorization

( Scratch development ) Term Frequency Inverse Document Frequency is a vectorization technique used widely in Natural Language Processing. The vectorization effectively gives importance to rare words and important words.

Amazon-fine-food-review

This dataset consists of reviews of fine foods from amazon. The data span a period of more than 10 years, including all ~500,000 reviews up to October 2012. Reviews include product and user information, ratings, and a plain text review. It also includes reviews from all other Amazon categories

BBC-News-Multi-class-classification

The repository contains the code solution to BBC Multi Class Classification problem hosted on Kaggle.

CRUD_app

It covers Flask Restful API and Atlas MongDb. Its a very lightweight app which perform CRUD operations. Its the skeleton of making an app. Just clone it and deploy in docker. Good to go.

demo_wsi_superres

WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.

DONAR-CHOOSE-Document-classfication

It contains application of naive bayes model on a big textual data set. The problems is an example of NLP based solution on 2 different kind of vetorization.

gene-expression-profiling

Gene expression profiling can also be used to more accurately classify tumors and understand the heterogeneity within a cancer type.

Breast-cancer-Detection

Classifiers-using-SGD

This repository has the implementation of Logistic Regression using the method of Stochastic Gradient Descent without using sklearn. This is implemented from scratch.

CPU-data-path

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

fast-bert

Super easy library for BERT based NLP models

GAN_MLP

This repository contains my experiments with the Generative Adversarial setting of Neural Networks.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

GopiSumanth

Welcome!

keras

Deep Learning for humans

Mastering-Computer-Vision-with-TensorFlow-2.0

Mastering Computer Vision with TensorFlow 2.0, published by Packt

Mathematical-Topics-In-computer-science

This repository contains Matlab codes for some mathematical topics in computer science.

mustaffa-hussain

my profile readme

mustaffa-hussain.github.io

OpenCV-Python-Tutorials-and-Projects

An easy to follow course of OpenCV using Python for beginners.

Pneumonia_detection

Trained a image classification model to detect if xray of a person has pneumonia or not.

Portfolio

Portfolio_v1

contains the files for my portfolio

Regression

It has a working comparison study between Linear regression ,Support vector regression and Random forest Regression

research

dataset and code for 2016 paper "Learning a Driving Simulator"

tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.

UniverSeg

UniverSeg: Universal Medical Image Segmentation

Yolo-v4