Features in the current version

• Run
• Change parameters not only from config file, but from console
• Grid search (bruteforce)
• Send report mail with proxy support
• Branches
• Bind the each branch to the individual config
• Use 'release' branch to store the most important commits
• Log
• List last N commit config and descriptions
• Show specified keys from configs while log
• Show best scored commit overall repository/branch/log N commits
• Differences
• Between selected commits
• Incremental differences while log
• Where
• Commit search by python syntax requests like SELECT from SQL
• Apply to selected items actions from Log and Difference
• Built-in scoring
  • FAFR (similar to DET curve)
  • DER (Diarisation Error Rate) score calculation
• Built-in web server (provided by Flask)
  • Linecharts
  • Commit tables
  • Parameter filters
  • Branches toggle
  
• Colored console highlighting (provided by Colorama)

  

• Unix and Windows support

Upcoming features

• Gradient grid search
• In built-in web server:
  • Filter by input data (on test set)
  • Show difference among multiple configs
  • Advanced workspace
• MongoDB support for experiment input data
• Update commit scores without whole experiment rerun