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david-cortes
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isotree
(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)
https://isotree.readthedocs.io
BSD 2-Clause "Simplified" License
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Both cross_validate and GridSearchCV failed for 'Comparing Isolation Forest implementations'
#66
jrwells-research
closed
4 weeks ago
1
InvalidModelError: Model type not yet supported by TreeExplainer: <class 'isotree.IsolationForest'>
#65
maxwell3530
closed
2 months ago
1
sample_size in isolation.forest
#64
franci2312
closed
2 months ago
3
About missing_action
#63
pholiu
closed
3 months ago
7
Problems building isottree library on Windows using Visual Studio 2022 and CMake
#62
EagleDad
closed
4 months ago
3
Running isotree in databricks environment given requirements
#61
eza494
closed
5 months ago
1
Versioning for .so file is enabled
#60
alkk
closed
5 months ago
1
fixed build with older CMake and Visual Studio 2017
#59
2128506
closed
6 months ago
2
Decrease required NumPy version from 1.25 to 1.24
#58
kamilc
closed
8 months ago
1
V0.6
#57
david-cortes
closed
8 months ago
0
R package build from source failing on Conda Forge
#56
mfansler
closed
10 months ago
9
Isotree==0.5.22 is failing on databricks cluster
#55
Ravikumarnl
closed
1 year ago
3
Using with python3.8 and numpy==1.24.4
#54
MikeMACintosh
closed
1 year ago
1
Problems installing isotree in Sagemaker Studio
#53
dawid-laszuk-sp
closed
1 year ago
4
Unexpected behaviour during imputations with all NA features
#52
tufanbt
closed
1 year ago
7
memory issues with build_imputer=True
#51
tufanbt
closed
1 year ago
9
Can't install Isotree anymore
#50
seperman
closed
1 year ago
3
Training Isotree with Python on Windows then Deserializing with C++ on Raspberry Pi 3B+ (Linux)
#49
hmcd7
closed
1 year ago
7
Isotree Isolation forest generating large model pickle file
#48
jimmychordia
closed
1 year ago
3
How to re-train when a few values are marked as anomalies when they should not have been?
#47
seperman
closed
1 year ago
3
Reproductibility problems with Extented Isolation Forest
#46
Harmadah
closed
2 years ago
8
pip install issue not fixed but closed
#45
rmurphy2718
closed
2 years ago
1
pip install issue: cc1plus no such file or directory
#44
rmurphy2718
closed
2 years ago
5
Same category is always imputed when enough trees are grown
#43
AnotherSamWilson
closed
2 years ago
3
Error when using fit() and build_imputer=True is misleading
#42
AnotherSamWilson
closed
2 years ago
2
switch to define following RcppCore/Rcpp#1227
#41
Enchufa2
closed
2 years ago
0
Added missing cmath include
#40
ankane
closed
2 years ago
2
Mac arm nthreads problem
#39
mizexin
closed
2 years ago
1
What is equivalent to contamination parameter in sklearn?
#38
po60nani
closed
2 years ago
1
Question: When categorical attributes are split into subsets, are the subsets random?
#37
krishnangovindraj
closed
2 years ago
2
Difficulty installing Isotree for R on Linux
#36
jgarrigan
closed
2 years ago
7
Question on the anomaly score result: which column (attribute) contributes the most?
#35
Shea1986
closed
2 years ago
1
Allow architecture to be overriden by CFLAGS
#34
DenisKhrutsky
closed
2 years ago
3
V0.3
#33
david-cortes
closed
3 years ago
0
Problem with saving trained isolation forest when `categ_cols` is not None.
#32
vsahil
closed
3 years ago
6
Not able to run a loop in parallel using joblib
#31
vsahil
closed
3 years ago
2
Models without `categ_cols` fail to export
#30
zds0
closed
3 years ago
3
module 'numpy.random' has no attribute 'Generator'
#29
linlinge
closed
3 years ago
1
De-serialized Tree estimators in R
#28
oabhitej
closed
3 years ago
1
Error in fit_model(pdata$X_num, pdata$X_cat, unname(pdata$ncat), pdata$Xc, : std::bad_alloc
#27
anishjoni
closed
3 years ago
3
isolation.forest() is not reproducible whenever `nthreads > 1`
#26
bgreenwell
closed
3 years ago
13
V0.2
#25
david-cortes
closed
3 years ago
0
problem saving (exporting) model with imputer
#24
tmontana
closed
3 years ago
8
export model .imputer file when available
#23
zds0
closed
3 years ago
1
model.imputer file not exported when build_imputer == True
#22
zds0
closed
3 years ago
0
New Functions in R package version 0.1.24 not visible
#21
veeveetran
closed
3 years ago
2
Connection Lost
#20
cosmin-novac
closed
3 years ago
2
Fix import of regular iForest
#19
svenvanhal
closed
3 years ago
1
Importing regular Isolation Forest fails
#18
svenvanhal
closed
3 years ago
0
Regular Isolation Forest fitting very slow for large max_samples
#17
svenvanhal
closed
3 years ago
3
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