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Community
Community, group and Orgnization.Computational Biology
CRAN
CV
Data Science
Evolution
Feature Engineering
Feature Engineering, data preprocessing, embedding and clustering.Gene Ontology
Generalization
Model generalization, out-of-distribution, domain adaption, domain generalizationGenome
Graph
Just for math!Interactome
Algorithms and tools for molecular interactionsLoss_optimizer
Loss function, optimizer, model training tricks and model metrics and so on.Math
ML
Machine learning ensembles from CS!multimodal
multimodal NN frameworkNetwork
Tools for biological network!NGS
NLP
Proteomics
Resources
scRNA-seq
Sequence Analysis
Algorithms for analyzing the biological sequences, such as alignment, statistics and so on.SSL
positive-unlabeled learning, semi-supervised learning, self-supervised learningStatistics Bin
Trash bin for statistical repo.Structurome
TMP
Temporary!Tool
Tools and ML models for bioinformatics!Transcriptome
Translatome
Visualization
Interactive web-based approach, visulization, plot.Language
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Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch
High-quality implementations of standard and SOTA methods on a variety of tasks.
A PyTorch class that implements an approximate Gaussian process as the last layer of a neural network
TUnA: Transformer-based Uncertainty Aware model for PPI Prediction
Chromatin Modules across cell types.The code
Contextualizing protein representations using deep learning on protein networks and single-cell data
Implementation of Autoregressive Diffusion in Pytorch
omics data analysis using clusterProfiler ;)
scBoolSeq: scRNA-Seq data binarisation and synthetic generation from Boolean dynamics
Analysis of gene expression and splicing diversity in a subset of samples from the 1000 Genomes Project, including eQTL and sQTL discovery and annotation.
HyGen: Compact and Efficient Genome Sketching using Hyperdimensional Vectors
Approximate nearest neighbour search for microbial genomes based on hash metric
A python library for multi omics included bulk, single cell and spatial RNA-seq analysis.
A computational method scSemiProfiler that provides affordable single-cell data for large-scale disease cohorts using deep generative model.
Testing Simultaneous Diagonalizability
Conditional independence testing with e-values
Software to accompany P. Fryzlewicz (2020) "Narrowest Significance Pursuit: inference for multiple change-points in linear models".