- (done) proof of concept scene matching
- (done) proof of concept video parsing
- (done) refactor crop
- (done) implement map name parsing
- (done) remove mmr guessing before aggregation
- (done) refactor playera/playerb style duplication in get_matchdata2
- (done) implement plausibility w/ binary yes/no
- (done) implement map name cleanup/sanitizing
- (done) implement aggregation for match data
- (done) implement aggregation for postgame data
- (done) implement quieter printing for matches found
- (done) implement grab for frameskip
- (done) implement earlier parsing
- (done) implement video parsing data return for VOD
- (done) implement computed features
- (done) race detection rather than relying on scenes
- (done) milestone: no manual interventions on two unseen VODs
- (done) milestone: no outrageous data errors on two unseen VODs
- (done) warnings in hh::mm::ss
- (done) username features? count #{aeiou}/total?
- (done) progressbar
- (done) add holiday edition queue reference image
- (done) add random reference
- (done) implement csv output
- (done) implement csv merging
- (done) implement baseline statistics (based on winrates)
- (done) implement feature encoding incl. categorical to one-hot
- (done) implement cross-validation
- (done) model parameter tuning if cross-validation looks good
- (done) history study if feature ablation study looks good
- (done) automatically deduce max days interval for study
- redo? feature ablation study if model parameter tuning looks good