Marshajennifer
Computer Science Engineer Ph.D Candidate, UNSW Sydney ML,AI, DL, Full Stack Developer, Drug Design ,Data Science, Python, Java, Angular, Bioinformatics
UNSW SydneyAustralia
Pinned Repositories
ADME-of-drug-Toxicity-prediction
Drug-induced liver injury (DILI) is fatal liver disease caused by drugs and it has been the single most frequent cause of safety-related drug marketing withdrawals for the past 50 years (e.g. iproniazid, ticrynafen, benoxaprofen). The DILI dataset is aggregated from U.S. FDA’s National Center for Toxicological Research. Given a drug SMILES string, predict whether it can cause liver injury (1) or not (0).
Angular-and-node.js-based-User-Registration-and-Login-Page
This is a project to develop an interactive front end using Angular. A user registration and login page is developed. And login is done using Role-based Authorization
Bounding-box-calculation
To calculate approximate bounding box for a person using keypoint coordinates only
Brain-tumour-prediction-detection
This is the program to predict whether a person have brain tumour or not by using MRI images
CALCULATION-OF-THROUGHPUT-OF-WIRELESS-NETWORK
Simulate a wireless network consisting of TCP and UDP Traffic and then calculate their respective throughput using AWK script.
CBAM-from-scratch-for-beginners-pytorch
CBAM: Convolutional Block Attention Module implementation from scratch with detailed explanation
Image-Forgery-Detection-using-CNN
molecular-descriptor-calculation
PERFORMANCE-EVALUATION-OF-ROUTING-PROTOCOLS-DSDV-DSR-AND-AODV
Evaluate the performance of routing protocols DSDV, DSR and AODV
ROUTING-PROTOCOLS-IN-WIRED-NETWORK-Distance-Vector-Routing-and-Link-State-Routing.
To evaluate the performance of routing protocols, Distance Vector Routing Protocol and Link State Routing Protocol in wired network using NS2.
Marshajennifer's Repositories
Marshajennifer/ADME-of-drug-Toxicity-prediction
Drug-induced liver injury (DILI) is fatal liver disease caused by drugs and it has been the single most frequent cause of safety-related drug marketing withdrawals for the past 50 years (e.g. iproniazid, ticrynafen, benoxaprofen). The DILI dataset is aggregated from U.S. FDA’s National Center for Toxicological Research. Given a drug SMILES string, predict whether it can cause liver injury (1) or not (0).
Marshajennifer/CALCULATION-OF-THROUGHPUT-OF-WIRELESS-NETWORK
Simulate a wireless network consisting of TCP and UDP Traffic and then calculate their respective throughput using AWK script.
Marshajennifer/Image-Forgery-Detection-using-CNN
Marshajennifer/molecular-descriptor-calculation
Marshajennifer/PERFORMANCE-EVALUATION-OF-ROUTING-PROTOCOLS-DSDV-DSR-AND-AODV
Evaluate the performance of routing protocols DSDV, DSR and AODV
Marshajennifer/ROUTING-PROTOCOLS-IN-WIRED-NETWORK-Distance-Vector-Routing-and-Link-State-Routing.
To evaluate the performance of routing protocols, Distance Vector Routing Protocol and Link State Routing Protocol in wired network using NS2.
Marshajennifer/Angular-and-node.js-based-User-Registration-and-Login-Page
This is a project to develop an interactive front end using Angular. A user registration and login page is developed. And login is done using Role-based Authorization
Marshajennifer/Bounding-box-calculation
To calculate approximate bounding box for a person using keypoint coordinates only
Marshajennifer/Brain-tumour-prediction-detection
This is the program to predict whether a person have brain tumour or not by using MRI images
Marshajennifer/CBAM-from-scratch-for-beginners-pytorch
CBAM: Convolutional Block Attention Module implementation from scratch with detailed explanation
Marshajennifer/data
Marshajennifer/Diabetes-Prediction-Using-Naive-Bayes
Marshajennifer/Disease-prediction-diabetes-and-heart-disease-using-Machine-Learning-and-Python-
A webpage designed using Python's streamlit library to predict diseases such as diabetes and heart disease. The Machine learning model creation is done using Linear regression and SVM.
Marshajennifer/disk-scheduling
SCAN,CSCAN,LOOK,CLOOK
Marshajennifer/COCO-small-dataset
Download specific classes in specific number from COCO dataset. The code helps to download 15k images of 'person' class.
Marshajennifer/Depthwise-separable-convolution
Depthwise separable convolution from scratch
Marshajennifer/Disk-Scheduling-Algorithms
SCAN, CSCAN,LOOK,CLOOK
Marshajennifer/Extract-red-green-blue-rgb-images
This repository will help to extract red, green, blue images separately from a color image.
Marshajennifer/Fake-image-detection
Marshajennifer/fake-img-detetction
Marshajennifer/MobileHumanPose
This repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).
Marshajennifer/Network-Simulation-nodes
Marshajennifer/Network-Simulator
Marshajennifer/PERFORMANCE-EVALUATION-OF-DIFFERENT-QUEUES
To simulate a wired network consisting of different queues like DropTail, FQ, SFQ, DRR, RED and evaluate their performances.
Marshajennifer/python
Marshajennifer/Read-First-Row-from-a-Dataset-in-HDF5-or-.h5-File
Marshajennifer/Spring-gitapp
Marshajennifer/spring_app
Marshajennifer/TCP-VARIANTS-TAHOE-RENO-NEWRENO-AND-VEGAS
To simulate a network consisting of TCP variants TAHOE, RENO, NEWRENO and VEGAS and study the congestion window behaviour with time.
Marshajennifer/Visualise-CNN-layer-outputs
To visualize the outputs of each layer when passing an input image through layers.