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brushfire
Distributed decision tree ensemble learning in Scala
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separate brushfire-tree from brushfire-training
#51
avibryant
opened
9 years ago
2
Missing features and traversal strategies
#50
tixxit
closed
9 years ago
1
Annotated Trees
#49
tixxit
closed
9 years ago
1
adding an in-memory driver
#48
avibryant
closed
9 years ago
1
WIP: sparse features
#47
tixxit
closed
9 years ago
0
Add mapKeys and mapPredicates to Tree.
#46
tixxit
closed
9 years ago
1
Multi-label targets
#45
roban
opened
9 years ago
1
Use SBT instead of Maven for builds.
#44
tixxit
closed
9 years ago
6
Voter refactor to work with sumLeaves
#43
tixxit
opened
9 years ago
0
Ensure current Predicates return true for missing data
#42
tixxit
opened
9 years ago
0
Add new `SparseEqualTo[V]` predicate
#41
tixxit
closed
8 years ago
3
Add new `sumLeaves` method (or similar)
#40
tixxit
closed
8 years ago
1
The resolve-pom-maven-plugin is causing shade to be ignored
#39
tixxit
closed
8 years ago
1
Initial Spark Support (Port of Scalding)
#38
tixxit
opened
9 years ago
2
Fix some scala cross-building issues
#37
colinmarc
closed
9 years ago
1
[WIP] Prune trees to minimize validation error
#36
roban
closed
9 years ago
9
add optional groupBy args to validate and featureImportance
#35
avibryant
opened
9 years ago
1
Make brushfire buildable in both 2.10 and 2.11
#34
colinmarc
closed
9 years ago
5
Simple Finatra-based HTTP scoring service
#33
avibryant
closed
9 years ago
2
Multi-module maven
#32
avibryant
closed
9 years ago
0
Voter trait
#31
avibryant
closed
9 years ago
0
Add some property-based tests
#30
avibryant
opened
9 years ago
1
Make it easy to train/test on exponentially-decayed weights
#29
avibryant
opened
9 years ago
0
Add an Error class for computing Brier score decompositions
#28
echen
closed
9 years ago
1
ErrorEvaluator
#27
avibryant
closed
9 years ago
1
output Trainer metadata
#26
avibryant
opened
9 years ago
0
per-node error output
#25
avibryant
opened
9 years ago
0
error-minimizing pruner
#24
avibryant
closed
9 years ago
3
Make brushfire-core and brushfire-scalding separate maven modules
#23
avibryant
closed
9 years ago
0
Multiway splitters
#22
avibryant
opened
9 years ago
0
Real-valued labels
#21
avibryant
opened
9 years ago
0
Stacking
#20
avibryant
opened
9 years ago
0
Serializer samplers along with trees
#19
avibryant
opened
9 years ago
0
replace Evaluator with Error
#18
avibryant
closed
9 years ago
7
Unify Error and Evaluator
#17
avibryant
opened
9 years ago
0
Use the id to make downsampling deterministic
#16
avibryant
opened
9 years ago
0
Add Spark support
#15
vitalyg
opened
9 years ago
4
`Voter` trait
#14
avibryant
closed
9 years ago
1
Add count to LeafNode
#13
avibryant
closed
8 years ago
1
Fix some README typos
#12
mlmanapat
closed
9 years ago
1
Downsample in-memory splitter
#11
avibryant
closed
9 years ago
1
Update README.md
#10
arelra
closed
9 years ago
1
Downsample large nodes for in-memory splitting?
#9
avibryant
closed
9 years ago
4
in-memory expansion
#8
avibryant
closed
9 years ago
3
Fix twitter/scalding URL typo
#7
vendethiel
closed
9 years ago
1
cleanup Trainer and forceToDisk training data
#6
avibryant
closed
9 years ago
0
add BinnedSplitter, and a simple floating point binner to use with it
#5
avibryant
closed
9 years ago
0
Make releases work
#4
colinmarc
closed
9 years ago
0
Brier error and feature importance job
#3
danielhfrank
closed
9 years ago
1
Use the new build env on Travis
#2
joshk
closed
9 years ago
1
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