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Scripts, tools, and notes about DREAM challenge for cell type deconvolution

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DREAM_cell_deconvolution

Scripts, tools, and notes about DREAM challenge for cell type deconvolution

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!!!! YOU CAN NOT ACCESS THE DATABASE UNLESS YOU GIVE ME YOUR IP ADDRESS !!!!

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files in 'Bulk_seq_data_loading'....

  • There are three jupyter notebooks that outline the data processing procedure:
    • 'data_import_preprocess' does the heavy lifting
    • 'RNAseq_data_class' describes a python data object that can read data from the SQL database--not completed!
    • 'EDA_LOGFILE-SQL' is exploration of bulk data loading process--not completed!
  • 'seqfromsql.py' is what you want to import to use the RNAseq_data class--same thing as 'RNAseq_data_class'
  • 'gseList.csv' is a csv file of all trainging GSEs and relevant attributes
  • 'test_log.txt' is a log file from the data import process
  • 'success_gse.pckl' is a pickled set of GSE records successfully uploaded to the SQL database

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