This important work introduces an integrated open-source platform for behavioral acquisition and pose estimation that substantially improves the accessibility and speed of real-time animal tracking ...

conda create -n env_ghhc pip python=3.6 source activate env_ghhc # Either (linux) wget https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.12.0-cp36 ...

In a multicellular organism, biological functions are performed by cells coordinating via cell-cell communication (CCC). Cells communicate with each other by secreting molecular signals, which are ...

Haplotype identification, characterization and visualization are important for large-scale analysis and use in population genomics. Many tools have been developed to visualize haplotypes, but it is ...

This repository presents the HiPart package, an open-source native python library that provides efficient and interpretable implementations of divisive hierarchical clustering algorithms. HiPart ...

Here we developed an open-source Python-based library called Python rodent Analysis and Tracking (PyRAT). Our library analyzes tracking data to classify distinct behaviors, estimate traveled distance, ...

BIRCH is an alternative to MinibatchKMeans and is designed for large datasets. The algorithm converts data into a tree structure, facilitating efficient clustering. Clustering is the process of ...

Metabolomics is the scientific study of the low molecular weight compounds (metabolites) within an organism, cell or tissue, which reflect underlying biochemical activities and cellular processes. A ...