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Leandro de Mattos Pereira's Projects

corason icon corason

Bioinformatic Tools for study Evolution of metabolic diversity

coverm icon coverm

Read coverage calculator for metagenomics

covid19br icon covid19br

Confirmed cases and deaths of COVID-19 in Brazil, at municipal (city) level. Description of the data: https://github.com/wcota/covid19br/blob/master/DESCRIPTION.en.md and https://doi.org/10.1590/SciELOPreprints.362

deepbgc icon deepbgc

BGC Detection and Classification Using Deep Learning

deept2 icon deept2

DeepT2 utilizes deep learning techniques to identify type II polyketide (T2PK) synthases KSβ and their corresponding T2PK product within bacterial genomes. The method leverages ESM2 to transform KSβ sequences into embeddings, which are employed to train two separate classifiers using multi-layer perceptron for both KSβ and T2PKs classification.

depht icon depht

Fast and sensitive discovery of complete phages and prophages in bacterial genome sequences

dnamodannot icon dnamodannot

R toolbox for DNA Modifications filtering and annotation

drep icon drep

Rapid comparison and dereplication of genomes

druggpt icon druggpt

DrugGPT: A GPT-based Strategy for Designing Potential Ligands Targeting Specific Proteins

ecami icon ecami

Simultaneous Classification and Motif Identification(eCAMI)

emapper2gbk icon emapper2gbk

Convert GFF, fastas, annotation table and species name into Genbank.

enrichm icon enrichm

Toolbox for comparative genomics of MAGs

entap icon entap

Eukaryotic Non-Model Transcriptome Annotation Pipeline - Latest Release v0.10.8

entrez_qiime icon entrez_qiime

A utility to generate input files for taxonomy assignment in QIIME from the NCBI database

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

etoxpred icon etoxpred

A simple tool to predict the general toxicity and calculate the synthesize accessibility (SA) score for small molecules.

evodiff icon evodiff

Generation of protein sequences and evolutionary alignments via discrete diffusion models

exbert icon exbert

A Visual Analysis Tool to Explore Learned Representations in Transformers Models

fa-nf icon fa-nf

Functional annotation pipeline for proteins from non-model organisms implemented in Nextflow

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