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Pedro F. Ferreira's Projects

diane icon diane

A personal assistant in my bedroom.

mpcmf icon mpcmf

Package for a generative model for scRNA-seq data.

pangolin icon pangolin

BSSE COVID-19 sequencing of test swab samples

rnn-forecaster-plugin icon rnn-forecaster-plugin

A plugin for Pentaho's Kettle which allows users to make data forecasts based on Recurrent Neural Network models trained on Weka using the wekaDeeplearning4j package. Code based on the Weka Scoring plugin by Mark Hall.

scanpy icon scanpy

Single-Cell Analysis in Python. Scales to >1M cells.

scvi icon scvi

A deep generative model for gene expression profiles from single-cell RNA sequencing

thesis-code icon thesis-code

Scripts to test models relevant to my MSc Thesis on Machine Learning for Genomic Medicine

tumorevo icon tumorevo

Simulate and illustrate tumor evolution.

vbpi-nf icon vbpi-nf

Code for improved variational Bayesian phylogenetic inference with normalizing flows

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