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I wanted to conduct feature importance analysis, but found that many models did not provide feature importance analysis methods except iforest and xgbod .
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### pycaret version checks
- [X] I have checked that this issue has not already been reported [here](https://github.com/pycaret/pycaret/issues).
- [X] I have confirmed this bug exists on the [latest…
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Hello, dear guys!
I have an isolation forest model in Python trained.
Sklearn isolation forest model and pyod isolation forest built on sklearn can both work for me.
https://scikit-learn.or…
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It is wrong to use `threading` in tornado. See http://www.tornadoweb.org/en/stable/locks.html
* `lock` in `oasis/oasis.py`.
https://github.com/pingcap/oasis/blob/master/oasis/oasis.py#L21
*…
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Hey,
I was reading the original [paper](https://ieeexplore.ieee.org/document/4781136) on Isolation Forests. There the authors state, that
> iForest also works well in high dimensional problems …
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Ideas
- [x] Update IsoTree to 0.5.16 - `update-0.5` branch
- [ ] Add more options to `IsolationForest` initializer
- [ ] Add more methods - `append_trees`, `num_nodes`, `partial_fit`, `predict_di…
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**Is your feature request related to a problem? Please describe.**
An implementation to IsolationForest (unsupervised tree based anomaly detection). The scikit has the following implementation https:…
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Hi,
I work on NIR spectra and I've been using your PyOD codes for my research in order to determine whether a new multivariate observation was similar enough to my known observations before allowin…
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When trying to convert an Iforest model I get the following errors.
nov 30, 2017 3:06:55 PM org.jpmml.rexp.Main run
INFO: Parsing RDS..
nov 30, 2017 3:06:56 PM org.jpmml.rexp.Main run
INFO: Pars…
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I trained a model on one computer and then pickled it using `joblib.dump`. On another computer, I opened the model using `joblib.load` and got a `FileNotFoundError` because `bps_prediction.joblib` is …