SnehaShukla937

ComputerVision_OpenCV

Basics of Computer Vision in multiple chapters

Data_Preprocessing_in_ML

Various data preprocessing methods; encoding categorical features; Bias-Variance tradeoff; K- fold cross validation

Dimensionality-Reduction_Clustering

Dimensionality Reduction - PCA ; LDA, Project Abalone, Project Wine recognition, Clustering

MEDIS_ATTACK

This repository is an implementation of the paper "Exploring the feasibility of adversarial attacks on medical image segmentation" published in Multimedia Tools and Applications.

PyTorchBasics

Pytorch basic codes (for learning)

SupervisedMachineLearningProject

Supervised Machine Learning algorithms based simple projects [ beginner level ]

SupportVectorMachine

Classification Using SVM in Python

SupportVectorMachine_GridSearch

Support Vector Classification; Support Vector Regression; Grid search operation

TransformerForImages

A complete transformer implementation for images

TrustMIS

This repository is an implementation of the paper "Trustworthy Medical Image Segmentation with improved performance for in-distribution samples" published in Neural Networks.

SnehaShukla937/SupportVectorMachine

Classification Using SVM in Python

SnehaShukla937/ComputerVision_OpenCV

Basics of Computer Vision in multiple chapters

SnehaShukla937/Data_Preprocessing_in_ML

Various data preprocessing methods; encoding categorical features; Bias-Variance tradeoff; K- fold cross validation

SnehaShukla937/SupervisedMachineLearningProject

Supervised Machine Learning algorithms based simple projects [ beginner level ]

SnehaShukla937/Dimensionality-Reduction_Clustering

Dimensionality Reduction - PCA ; LDA, Project Abalone, Project Wine recognition, Clustering

SnehaShukla937/K-Nearest-Neighbour

Simple KNN ; Breast Cancer Classification using KNN

SnehaShukla937/LogisticRegression_ClassificationBasics

Basics of Classification ; Logistic Regression ; Classification measures such as ROC curve, precision, Recall, Confusion matrix.

SnehaShukla937/MEDIS_ATTACK

This repository is an implementation of the paper "Exploring the feasibility of adversarial attacks on medical image segmentation" published in Multimedia Tools and Applications.

SnehaShukla937/PyTorchBasics

Pytorch basic codes (for learning)

SnehaShukla937/SupportVectorMachine_GridSearch

Support Vector Classification; Support Vector Regression; Grid search operation

SnehaShukla937/TransformerForImages

A complete transformer implementation for images

SnehaShukla937/TrustMIS

This repository is an implementation of the paper "Trustworthy Medical Image Segmentation with improved performance for in-distribution samples" published in Neural Networks.

SnehaShukla937/Adversarial-Attack-on-MNIST-Data

Fast Gradient Sign Method Adversarial Attack on Digit Recognition Model

SnehaShukla937/Chain_Coding

Get the chain code of different shapes

SnehaShukla937/Connected_Component_and_Bounding_Boxes

SnehaShukla937/DataVisualization-with-MatplotLib

Different plots used in data visualization using Matplotlib

SnehaShukla937/Decision_Tree

Decision tree - CART; Gini Index; Informtion Gain , Project HR using decision tree

SnehaShukla937/Deep-Learning-Basics

Deep Learning and Data Augmentation (Beginner Level)

SnehaShukla937/Ensemble_Learning

Basics of ensemble learning ; bagging ; boosting ; Project HR using ensemble

SnehaShukla937/Exploratory-Data-Analysis

Exploratory Data Analysis on Iris Dataset

SnehaShukla937/First-Python-Project

NumPy Description

SnehaShukla937/nand_gate_using_perceptron

Designing a logical Nand Gate utilising perceptron algorithm

SnehaShukla937/PandasPractise

Pandas DataFrame and Series operations including Data analysis,Data wrangling/Cleaning, Data manipulation

SnehaShukla937/Probability-Distribution-based-classification

Histogram based classification and prediction of annual rainfall from Kerala dataset

SnehaShukla937/Python

Python Concepts [ Beginner Level ]

SnehaShukla937/Python_images

Operations on Images using Python

SnehaShukla937/Pytorch_Learning

A pytorch tutorial by Jovian.

SnehaShukla937/Regression

All types of Regression Methods

SnehaShukla937/SnehaShukla937.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

SnehaShukla937/Statistics-in-Python

Basic Stats - Mean,median,mode,Interquartile,quartile,standard Deviation,weighted Mean