- Feb 12, 2021
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Patrick J. Lawrence authored
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Patrick J. Lawrence authored
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Patrick J. Lawrence authored
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Patrick J. Lawrence authored
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- Dec 07, 2020
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Patrick J. Lawrence authored
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- Dec 01, 2020
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Patrick J. Lawrence authored
altered training init to work with SLURM and corrected typo (BLOSUM --> BLOSUM62) in hyperparameters, specifically encoding options
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Patrick Lawrence authored
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- Nov 23, 2020
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Patrick Lawrence authored
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- Nov 20, 2020
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Patrick Lawrence authored
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Patrick J. Lawrence authored
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Patrick J. Lawrence authored
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Patrick Lawrence authored
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Patrick Lawrence authored
fixed nonsensical import of subpackage in middle of script to point to mhc_rank instead of mhcflurry
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Patrick Lawrence authored
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- Nov 19, 2020
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Patrick J. Lawrence authored
trying to figure out why cleave_radius is an unexpected keyword arg in vector_encode even though vector encode has an explicit argument cleave_radisu...
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Patrick Lawrence authored
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Patrick Lawrence authored
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Patrick J. Lawrence authored
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Patrick J. Lawrence authored
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Patrick J. Lawrence authored
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Patrick Lawrence authored
Fixed big in argparse for make_architectures.py script. Created file with architecture options (1296) and saved as hyperparameters.json to ap_models dir
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- Nov 18, 2020
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Patrick Lawrence authored
debugged architecture / training & created script to make models fitting all combinations of varied hyperparameters for tuning
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- Nov 16, 2020
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Patrick Lawrence authored
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- Nov 13, 2020
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Patrick Lawrence authored
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Patrick Lawrence authored
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Patrick Lawrence authored
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Patrick Lawrence authored
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Patrick Lawrence authored
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- Nov 12, 2020
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Patrick Lawrence authored
added feature to flank_encoding.py, enabling pssm scores to be added as first position in residue encoding vectors
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Patrick Lawrence authored
extract cleavage site, converted pssm from pd.Series and pd.DataFrames to np.ndarrays, enabled pssm calculation.
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Patrick Lawrence authored
Added trim feature to seq_score of PSSM.py; Adjusted flanking_encoding.py to account for added encoding methods and for cleavage site extraction; Fixed bug in amino_acid.py so that correct encoding could be achieved
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Patrick Lawrence authored
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Patrick Lawrence authored
Added alignment method to EncodableSequences class in encodable_sequences.py. Next commit will inlcude commenting
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- Nov 11, 2020
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Patrick Lawrence authored
Added PSSM retrieval for peptides. Included padding functionality for peptides shorter than max length using PSSM of X at middle residues of max length k-mer. Also, fully commented code and added docstring for class
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Patrick Lawrence authored
Finalized / adjusted docstrings for all the methods of PSSM class. Still need to write docstrings for class itself.
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- Nov 10, 2020
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Patrick Lawrence authored
Added X PSSM scores to CSVs. Also, updated PSSM.py, specifically: added docstrings, commented code, introduced assertions to functions, and enabled pssm retreival for series of flank seqences from length 0 to 5
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Patrick Lawrence authored
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