Pinned Repositories
BreastCancer-SingleCell
Replication and extension of the single cell RNA-seq analysis paper "Single-cell RNA-seq enables comprehensive tumour and immune cell profiling in primary breast cancer"
Bayesian-Inference
Bioinformatics_data_analysis
Biostatistics
These solutions include the relevant theory and alternatives for each exercise, as well as ANOVA, Linear Regression, Logistic Regression, Residual Analysis, Parametric and Non-Parametric Hypotheses tests.
Classifier_Parameters_Searching
This repository contains the code for a classification problem involving a small dataset. In this assignment, I have applied nested cross-validation and parameter optimization techniques to enhance the classifier's performance.
Dimentionality_Reduction_-_Visualization
UMAP-PCA-TSNE
DNN_Ham10000
HAM10000 image dataset classification using Pytorch and Scikit Learn
fastapi-api-scrape
Image_processing_assignment
Molecular_Algorithms_project
Paper for an ensemble motif finding algorithm replication and improvement
SpyrosAlvanakis's Repositories
SpyrosAlvanakis/DNN_Ham10000
HAM10000 image dataset classification using Pytorch and Scikit Learn
SpyrosAlvanakis/Bayesian-Inference
SpyrosAlvanakis/Bioinformatics_data_analysis
SpyrosAlvanakis/Biostatistics
These solutions include the relevant theory and alternatives for each exercise, as well as ANOVA, Linear Regression, Logistic Regression, Residual Analysis, Parametric and Non-Parametric Hypotheses tests.
SpyrosAlvanakis/Classifier_Parameters_Searching
This repository contains the code for a classification problem involving a small dataset. In this assignment, I have applied nested cross-validation and parameter optimization techniques to enhance the classifier's performance.
SpyrosAlvanakis/Dimentionality_Reduction_-_Visualization
UMAP-PCA-TSNE
SpyrosAlvanakis/fastapi-api-scrape
SpyrosAlvanakis/Image_processing_assignment
SpyrosAlvanakis/Molecular_Algorithms_project
Paper for an ensemble motif finding algorithm replication and improvement
SpyrosAlvanakis/RNAfolding-cRMSD-pdb_file_distances
SpyrosAlvanakis/SpyrosAlvanakis