Outils

Ancestors
Reconstruction of the ancestral DNA sequences from a given phylogenetic tree and a related alignment
Armadillo
Workflow platform dedicated to phylogenetic as well as general computational biology analysis
Canadian Cropland Dataset
Novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved from Sentinel-2
Caribou
Alignment-free bacterial identification and classification in metagenomics sequencing data using machine learning
CASTOR
Machine Learning Platform for the Classification of Nucleotide Sequences
CASTOR-KRFE
Alignment-free method to identify and analyse discriminant genomic subsequences within pathogen sequences
evoVGM
Evolutionary-based Variational Generative Model using Multiple Sequence Alignments
Galaxy-X
Efficient Multi-class Classification in an Open Universe
KANALYSER
KEVOLVE
Method based on genetic algorithm that uses machine learning to extract a bag of minimal sets of features maximizing a given performance threshold
LAMS
Supervised learning for Lactanet Automatic Milking Systems (AMS) data
MirAncestar
Machine learning booster for microRNA target gene prediction based using the insight of ancestral genome
mirDup
Computational prediction of the localization of microRNAs within their pre-miRNA
mirLibSpark
A plant microRNA prediction and validation software using Spark framework
MUMU
Deep learning technique to predict cow profit in dairy.
PGR
Graph repository of protein 3D-structures
Protein Graph Repository
Portal to exploit our protein-graph transformation tools and visualization of graph structures. This type of structure is intended for rapid mining and classification of protein structures.
ProtNN
Fast and accurate protein 3D-structure classification in structural and topological space
RL for BGC components
A reinforcement learning approach to support improving components in fungal candidate BGCs, based on Pfam protein domains and optional use of BGC functional annotations.
slm_kgenomvir
Evaluation of Statistical Linear Models for K-mer-based Genome Virus Classification
T-GOWLER
Acquisition of generic problem solving knowledge through information extraction and pattern mining
T-REX
Inferring, drawing and validating phylogenetic trees and networks
TOUCAN
Supervised learning for fungal BGC discovery
Welfare_AI
Machine learning methods to predict cow lameness in video files
Wheat Transcription repository
Integrative annotation of wheat transcribed sequences coupled to small RNA regulators in abiotic stress, development, and growth
WMP
Wheat microRNA portal