Generating Various Numerical Representation Schemes for Protein Sequences


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Documentation for package ‘protr’ version 1.7-1

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AA2DACOR 2D Autocorrelations Descriptors for 20 Amino Acids calculated by Dragon
AA3DMoRSE 3D-MoRSE Descriptors for 20 Amino Acids calculated by Dragon
AAACF Atom-Centred Fragments Descriptors for 20 Amino Acids calculated by Dragon
AABLOSUM100 BLOSUM100 Matrix for 20 Amino Acids
AABLOSUM45 BLOSUM45 Matrix for 20 Amino Acids
AABLOSUM50 BLOSUM50 Matrix for 20 Amino Acids
AABLOSUM62 BLOSUM62 Matrix for 20 Amino Acids
AABLOSUM80 BLOSUM80 Matrix for 20 Amino Acids
AABurden Burden Eigenvalues Descriptors for 20 Amino Acids calculated by Dragon
AAConn Connectivity Indices Descriptors for 20 Amino Acids calculated by Dragon
AAConst Constitutional Descriptors for 20 Amino Acids calculated by Dragon
AACPSA CPSA Descriptors for 20 Amino Acids calculated by Discovery Studio
AADescAll All 2D Descriptors for 20 Amino Acids calculated by Dragon
AAEdgeAdj Edge Adjacency Indices Descriptors for 20 Amino Acids calculated by Dragon
AAEigIdx Eigenvalue-Based Indices Descriptors for 20 Amino Acids calculated by Dragon
AAFGC Functional Group Counts Descriptors for 20 Amino Acids calculated by Dragon
AAGeom Geometrical Descriptors for 20 Amino Acids calculated by Dragon
AAGETAWAY GETAWAY Descriptors for 20 Amino Acids calculated by Dragon
AAindex AAindex Data of 544 Physicochemical and Biological Properties for 20 Amino Acids
AAInfo Information Indices Descriptors for 20 Amino Acids calculated by Dragon
AAMetaInfo Meta Information for the 20 Amino Acids
AAMOE2D 2D Descriptors for 20 Amino Acids calculated by MOE 2011.10
AAMOE3D 3D Descriptors for 20 Amino Acids calculated by MOE 2011.10
AAMolProp Molecular Properties Descriptors for 20 Amino Acids calculated by Dragon
AAPAM120 PAM120 Matrix for 20 Amino Acids
AAPAM250 PAM250 Matrix for 20 Amino Acids
AAPAM30 PAM30 Matrix for 20 Amino Acids
AAPAM40 PAM40 Matrix for 20 Amino Acids
AAPAM70 PAM70 Matrix for 20 Amino Acids
AARandic Randic Molecular Profiles Descriptors for 20 Amino Acids calculated by Dragon
AARDF RDF Descriptors for 20 Amino Acids calculated by Dragon
AATopo Topological Descriptors for 20 Amino Acids calculated by Dragon
AATopoChg Topological Charge Indices Descriptors for 20 Amino Acids calculated by Dragon
AAWalk Walk and Path Counts Descriptors for 20 Amino Acids calculated by Dragon
AAWHIM WHIM Descriptors for 20 Amino Acids calculated by Dragon
acc Auto Cross Covariance (ACC) for Generating Scales-Based Descriptors of the Same Length
crossSetSim Parallel Protein Sequence Similarity Calculation Between Two Sets Based on Sequence Alignment (In-Memory Version)
crossSetSimDisk Parallel Protein Sequence Similarity Calculation Between Two Sets Based on Sequence Alignment (Disk-Based Version)
extractAAC Amino Acid Composition Descriptor
extractAPAAC Amphiphilic Pseudo Amino Acid Composition (APseAAC) Descriptor
extractBLOSUM BLOSUM and PAM Matrix-Derived Descriptors
extractCTDC CTD Descriptors - Composition
extractCTDCClass CTD Descriptors - Composition (with customized amino acid classification support)
extractCTDD CTD Descriptors - Distribution
extractCTDDClass CTD Descriptors - Distribution (with customized amino acid classification support)
extractCTDT CTD Descriptors - Transition
extractCTDTClass CTD Descriptors - Transition (with customized amino acid classification support)
extractCTriad Conjoint Triad Descriptor
extractCTriadClass Conjoint Triad Descriptor (with customized amino acid classification support)
extractDC Dipeptide Composition Descriptor
extractDescScales Scales-Based Descriptors with 20+ classes of Molecular Descriptors
extractFAScales Scales-Based Descriptors derived by Factor Analysis
extractGeary Geary Autocorrelation Descriptor
extractMDSScales Scales-Based Descriptors derived by Multidimensional Scaling
extractMoran Moran Autocorrelation Descriptor
extractMoreauBroto Normalized Moreau-Broto Autocorrelation Descriptor
extractPAAC Pseudo Amino Acid Composition (PseAAC) Descriptor
extractProtFP Amino Acid Properties Based Scales Descriptors (Protein Fingerprint)
extractProtFPGap Amino Acid Properties Based Scales Descriptors (Protein Fingerprint) with Gap Support
extractPSSM Compute PSSM (Position-Specific Scoring Matrix) for given protein sequence
extractPSSMAcc Profile-based protein representation derived by PSSM (Position-Specific Scoring Matrix) and auto cross covariance
extractPSSMFeature Profile-based protein representation derived by PSSM (Position-Specific Scoring Matrix)
extractQSO Quasi-Sequence-Order (QSO) Descriptor
extractScales Scales-Based Descriptors derived by Principal Components Analysis
extractScalesGap Scales-Based Descriptors derived by Principal Components Analysis (with Gap Support)
extractSOCN Sequence-Order-Coupling Numbers
extractTC Tripeptide Composition Descriptor
getUniProt Retrieve Protein Sequences from UniProt by Protein ID
OptAA3d OptAA3d.sdf - 20 Amino Acids Optimized with MOE 2011.10 (Semiempirical AM1)
parGOSim Protein Similarity Calculation based on Gene Ontology (GO) Similarity
parSeqSim Parallel Protein Sequence Similarity Calculation Based on Sequence Alignment (In-Memory Version)
parSeqSimDisk Parallel Protein Sequence Similarity Calculation Based on Sequence Alignment (Disk-Based Version)
protcheck Protein sequence amino acid type sanity check
protseg Protein Sequence Segmentation/Partition
readFASTA Read Protein Sequences in FASTA Format
readPDB Read Protein Sequences in PDB Format
removeGaps Remove or replace gaps from protein sequences.
twoGOSim Protein Similarity Calculation based on Gene Ontology (GO) Similarity
twoSeqSim Protein Sequence Alignment for Two Protein Sequences