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neurodata
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df-dn-paper
Conceptual & empirical comparisons between decision forests & deep networks
https://dfdn.neurodata.io
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ENH upload new benchmark results
#71
PSSF23
closed
1 month ago
0
Add files via upload
#70
WHHQUND
closed
1 year ago
2
Bump scipy from 1.5.2 to 1.10.0
#69
dependabot[bot]
closed
1 month ago
2
Bump numpy from 1.18.5 to 1.22.0
#68
dependabot[bot]
closed
1 month ago
2
Noga spring sem - fixed code
#67
NogaMudrik
closed
2 years ago
1
Added Bayesian Hyperparameter tuning for all DN on Audition tasks (Issue #31)
#66
adwaykanhere
closed
2 years ago
4
BUG Error in combining train & valid loader for Vision
#65
adwaykanhere
opened
2 years ago
8
ENH Implementation of Hyperparameter Tuning for RF in Vision and Audition
#64
jzheng17
closed
2 years ago
1
MNT removed plot_waveform function from FSDKaggle18Dataset
#63
adwaykanhere
closed
2 years ago
1
hyperparamter tuning
#62
tongh18
closed
2 years ago
2
Added code for using FSDKaggle2018 Dataset for Audition tasks
#61
adwaykanhere
closed
2 years ago
3
Pr noga new
#60
NogaMudrik
closed
2 years ago
1
ENH update Tabular code for new classifiers & splitting schemes
#59
NogaMudrik
closed
2 years ago
1
Simplify benchmark and documentation code
#58
PSSF23
closed
3 years ago
1
Consider hyperparameter tuning with the general Tabular domain
#57
PSSF23
opened
3 years ago
0
Stratify Tabular sample sets across class labels
#56
PSSF23
closed
2 years ago
1
ENH optimize tabular figures & DOC update draft
#55
PSSF23
closed
3 years ago
1
DOC remove SVM from draft & MAINT optimize audition imports
#54
PSSF23
closed
3 years ago
1
Consider saving raw predictions in benchmarks
#53
PSSF23
opened
3 years ago
0
Conduct hyper-parameter search for GBDT at each sample size & report search times
#52
PSSF23
opened
3 years ago
1
DOC add benchmark notebooks to website
#51
PSSF23
closed
3 years ago
1
DOC start documentation website
#50
PSSF23
closed
3 years ago
1
EHN remove SVM results & add CircleCI tests for linting
#49
PSSF23
closed
3 years ago
0
EHN remove SVM plots & optimize Tabular code
#48
PSSF23
closed
3 years ago
0
Remove SVM-RBF from Vision & Audition
#47
PSSF23
closed
3 years ago
0
Add additional metrics and stratifications to results
#46
PSSF23
opened
3 years ago
2
DOC switch benchmark directories
#45
PSSF23
closed
3 years ago
0
Switch Tabular DN to a more complex classifier
#44
PSSF23
closed
2 years ago
2
Standardize loading for auditory data
#43
adwaykanhere
closed
2 years ago
8
Switching audio classification to use FSDKaggle2018 Dataset and recording metrics for all classifiers in fsdd.py
#42
adwaykanhere
closed
2 years ago
0
DOC optimize paper title
#41
PSSF23
closed
3 years ago
0
Update Tabular code to be compatible with new classifiers
#40
NogaMudrik
closed
2 years ago
0
EHN add ECE & remove SVM & update draft
#39
PSSF23
closed
3 years ago
0
EHN & DOC update figures & drafts
#38
PSSF23
closed
3 years ago
1
DOC Update manuscript
#37
PSSF23
closed
3 years ago
0
Switch from accuracy to Cohen's Kappa for vision & auditory data
#36
PSSF23
closed
3 years ago
0
Construct Netlify website for benchmark notebooks
#35
PSSF23
closed
3 years ago
0
Complete pre-print draft
#34
PSSF23
closed
3 years ago
0
Unify evaluation metrics
#33
PSSF23
closed
3 years ago
0
Add SPORF benchmarks
#32
PSSF23
opened
3 years ago
0
Optimize DN benchmarks with standard library & hyper-parameter tuning
#31
PSSF23
opened
3 years ago
3
Conduct hyper-parameter search for RF at each sample size & report search times
#30
PSSF23
opened
3 years ago
1
Add GBDT benchmarks
#29
PSSF23
opened
3 years ago
2
Update image formats & organize figures
#28
PSSF23
closed
3 years ago
0
Make cosmetic changes to CC18 figure and remove plots folder
#27
Michael-Ainsworth
closed
3 years ago
0
Audio figure update for fsdd
#26
ypeng22
closed
3 years ago
0
Audio additional features and removed wall times for graphs
#25
mkusman1
closed
3 years ago
3
Madi
#24
mkusman1
closed
3 years ago
0
Add package requirements for audio
#23
PSSF23
closed
3 years ago
0
Complete similar time/cost benchmarks on CIFAR
#22
PSSF23
closed
3 years ago
0
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