Amandahsr
My personal projects as a Computational Biologist working on biological data analysis, software development and machine learning!
Vizgen Inc.United States
Pinned Repositories
BedOccupancyRatePrediction_CS3244
NUS CS3244: Implement machine learning models to predict hospital bed occupancy rates in Singapore.
BulkTissueDeconvolution
Pipeline for bulk tissue cell-type deconvolution using single-cell RNA-seq as reference
ComputerVision-ImageProcessing-Techniques
A repository of scripts implementing useful computer vision and machine learning models, particularly in the image processing field.
DifferentialIsoformAnalysis
Pipeline for analysing differential isoforms in fetal and adult cardiac fibroblasts
EcoComp
Predicting the location-specific composition of plant species using multimodal learning
HadoopAndSparkAssignments_CS4225
NUS CS4225: Proposed solution to 2 assignments using Hadoop and Spark.
LeukaemiaImageClassification_ZB4171
NUS ZB4171: Building an image classification model to identify leukemia blast cells from normal healthy cells in microscopic images.
MicroarrayDifferentialAnalysis
Differential Gene Analysis of Telomere Microarray Data
MultiplayerCluedoGame_JHUSP24
Clueless: Building a multiplayer digital version of the popular boardgame Cluedo, using software engineering techniques and concepts.
PredictingGeneEssentiality_CS4220
NUS CS4220: Building a Weighted Gaussian Naive Bayes Model for prediction of gene essentiality in cancer cell-lines.
Amandahsr's Repositories
Amandahsr/HadoopAndSparkAssignments_CS4225
NUS CS4225: Proposed solution to 2 assignments using Hadoop and Spark.
Amandahsr/MultiplayerCluedoGame_JHUSP24
Clueless: Building a multiplayer digital version of the popular boardgame Cluedo, using software engineering techniques and concepts.
Amandahsr/BedOccupancyRatePrediction_CS3244
NUS CS3244: Implement machine learning models to predict hospital bed occupancy rates in Singapore.
Amandahsr/BulkTissueDeconvolution
Pipeline for bulk tissue cell-type deconvolution using single-cell RNA-seq as reference
Amandahsr/ComputerVision-ImageProcessing-Techniques
A repository of scripts implementing useful computer vision and machine learning models, particularly in the image processing field.
Amandahsr/DifferentialIsoformAnalysis
Pipeline for analysing differential isoforms in fetal and adult cardiac fibroblasts
Amandahsr/EcoComp
Predicting the location-specific composition of plant species using multimodal learning
Amandahsr/LeukaemiaImageClassification_ZB4171
NUS ZB4171: Building an image classification model to identify leukemia blast cells from normal healthy cells in microscopic images.
Amandahsr/MicroarrayDifferentialAnalysis
Differential Gene Analysis of Telomere Microarray Data
Amandahsr/nHuSC
An R shiny applet to visualise the scRNA-seq expression profiles of left ventricle human cardiac cells
Amandahsr/PredictingGeneEssentiality_CS4220
NUS CS4220: Building a Weighted Gaussian Naive Bayes Model for prediction of gene essentiality in cancer cell-lines.