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xinlei zhang - machine learning
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xinlei zhang

machine learning
Institute of Biophysics,CAS

Skills and expertise

Fields of interest
  • WES analysis
  • NMR-based proteomics analysis
  • Protein interaction analysis
  • Chinese
Programming languages
  • Python
  • R

Fields of interest

WES analysis
Provides a deep neural network base caller for nanopore sequencing. Chiron…
Annotates and filtrates variant files. VarAFT allows the comparison of several…
Assists in finding a sequence of inversions that has minimum length-weighted…
NMR-based proteomics analysis
Assists users to perform spectra analysis. Dumpling comprises the following…
Automates the elimination of noise peaks. Filt Robot employs convolutional…
Performs general ensemble-based validation step and a simple and…
Protein interaction analysis
Allows users to encode protein sequences as data preprocess for machine…
Assesses protein-protein interactions (PPIs). maxent-ppi combines an…
Calculates, compares, assorts, and visualizes network centrality measures…