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Version 0.1.0 #5

Merged
merged 68 commits into from
Apr 16, 2024
Merged

Version 0.1.0 #5

merged 68 commits into from
Apr 16, 2024

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PedroBarbosa
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Significant improvements over the first stable version.

  • Implementation of a grammar based on motifs represented as PWMs. As for now, only random perturbations were allowed throughout evolution. With the new grammar (which can be set via --which_grammar motif_based), perturbations are restricted to regions of motifs of known RNA-binding proteins. Closed Motif-based grammar  #2
  • Added motif_ablation and motif_substitution to the motif_based grammar, which differs from motif_insertion of motif_deletion by the fact that sequence length remains unaltered with the perturbation.
  • Motif scanning using FIMO, biopython utilities or just plain search is now implemented.
  • Motif enrichment used STREME implemented.
  • Added option --shuffle_input. Different shuffling modes were incorporated, which take into account specific regions of the search space, according to --acceptor_untouched_range, --donor_untouched_range and untouched_regions. This is very useful to do in silico experiments for model debugging.
  • Modified the structure of a Dataset to include the original (wt) sequence in the first row.
  • Additional tests were added, and a GitHub actions workflow was included for running pytest at each push and pull request at the main branch.

PedroBarbosa and others added 30 commits February 15, 2024 21:20
…gration with metaghandlers to restrict the search space
@PedroBarbosa PedroBarbosa merged commit 4928171 into main Apr 16, 2024
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Motif-based grammar
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