Sebastián Ayala Ruano's repositories
100DaysOfMLCode
My progress log and projects I have worked on during the 100DaysOfMLCode challenge
CapstoneProject-MLZoomCamp
For my capstone project of the Machine Learning Zoomcamp, I decided to work in machine/deep learning binary classifiers to predict the activity of antimicrobial peptides.
DengueDrugRep
A project to predict new repurposed drugs for dengue using a biomedical knowledge graph and graph neural networks.
Sentiment-analysis-of-Ecuadorian-political-tweets-from-2021election-with-Natural-Language-Processing
In this project, we captured sentiments of replies to tweets from two Ecuadorian presidential candidates in the 2021 elections (@LassoGuillermo and @ecuarauz). A model of neural networks was used to classify tweets considering their sentiment as positive, negative, or neutral.
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
NTDs2RDF
The NTDs2RDF project aimed to create a schema and an RDF graph of proteins, metabolic pathways, drugs, and other relevant data for three NTDs (Chagas disease, leishmaniasis, and African trypanosomiasis) to integrate all the information in a single data structure that can be queried to obtain novel therapeutic insights.
Sound_classif_fmri_and_WCfiring_model
A project to evaluate the capacity of Wilson-Cowan firing-rate model to simulate the biological sound processing captured by fMRI data using machine learning. It was part of the project period 2 of the MSc in Systems Biology at Maastricht University.
Beta_diversity_project2022
Scripts and data of a project about the abundance and functional diversity of species from tropical montane forests in the northwestern Pichincha in Ecuador.
Modelling_Biosystems_Project2022
A repository for the scripts of the Modeling Biosystems project
BactNets-ColombRainforestConv
A project to evaluate the differences in bacterial association networks from rainforest and converted pasturelands in the Colombian Amazon region using CCLasso and SPRING inference methods
Dashboard_MGnify_wwt_studies
Streamlit app to show a shows a summary of the waste water treatment studies from Mgnify with more than 10 samples
Dashboard_MGnify_wwt_studies_bybiome
Streamlit app to show a shows a summary of the waste water treatment studies from Mgnify groped by biome and filtered by the median number of taxa per biome
Dashboard_MGnify_wwt_studies_sp_abund_bybiome
Streamlit app to show a summary of the waste water treatment studies from Mgnify groped by biome and filtered by the median number of species per biome
Dashboard_SARS-CoV2_variants_Europe
A dashboard of weekly reports of SARS-CoV2 variants in european countries from 2020 until now created with streamlit
Dashboard_SARSCoV2_variants_Ecuador
A dashboard of weekly reports of SARS-CoV2 variants in Ecuador from 2020 until now created with streamlit
Gestion_ganado_bovino_stapp
Esta aplicación facilita la gestión de ganado bovino para una finca.
Phenology_from_herbarium_records
Flowering phenology of species from Andean tropical mountain forests derived from herbarium records
powerlow-fit-wwt-nets
App to test the goodness of fit of wwt network's degree distributions
Retrieve_info_MGnifyAPI
Scripts to get information from MGnify programmatically using its API
RNAseq_cardiomyopathies_pred
Binary and multi-class classifiers to predict samples of non-failure and cardiomyopathies using RNAseq data
Rprogram-skills-ExpDesign-DataManag-2022
This is a summary of the R programming skills sessions of the Experimental Design and Data Management (2223-MSB1005) course 2022. The course is part of the Master of Systems Biology at the Maastrich University.
sayalaruano
Code for GitHub profile presentation
sayalaruano.github.io
My personal webpage
Summary_GBIF_results_jupyter_notebook
Summary about the results of all the 438 species search into GBIF - Phenology project
Summary_GBIF_results_stapp
Summary about the results of 50 species search into GBIF - Phenology project