thundersvm

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GridSearchCV - n_jobs

1

Hi, I am tuning hyperparameters using Scikit's GridSearchCV as such: `grid = GridSearchCV(SVC(), param_grid, refit = True, verbose=3, cv=skf.split(x,y), n_jobs=-1, scoring = 'accuracy')` and I get this error... `BrokenProcessPool: A...

itsciccio

max_iter parameter does not seem to work for SVR

1

Hi, For the past days I've been trying to use this library together with sklearn's GridSearchCV in order to find the best parameters for an SVR regressor over some data...

volpepe

ThunderSVM in Jupyter Notebook

1

Hello, I try to use thundersvm for train the svm on my local gpu with jupyter notebook. I installed thundersvm as described here (https://github.com/Xtra-Computing/thundersvm/blob/master/docs/get-started.md) and it worked after I Had...

dani-s-92

Hi, I have a problem to use thundersvm. After installing CUDA 9.0 version and installed thundersvm by` pip install thundersvm`. But still I have an error that > ModuleNotFoundError: No...

jsun94

Hi, I am getting this error: 2021-05-03 15:29:31,316 FATAL [default] Check failed: [error == cudaSuccess] unknown error 2021-05-03 15:29:31,316 WARNING [default] Aborting application. Reason: Fatal log at [/home/hanfeng/tmp/tsvm/src/thundersvm/thundersvm-scikit.cpp:154] any ideas...

jvel07

I made a code that does multi class svm and it is utilizing the gpu correctly on linux however on windows it isnt using the gpu i have installed the...

WajdiMuh

Extremely Poor Performance

5

I am using the latest master branch of thundersvm. Compared to serial sklearn (LibSVM), thundersvm is orders of magnitude slower. I am probably doing something wrong though. I have tested...

beevabeeva

Hello, I have a question about the functions of predict and predict_proba. When I run the codes like: fine_labels = clf.predict(fine_cells) fine_probs = clf.predict_proba(fine_cells) print(fine_labels ) print(fine_probs) the outcomes is:...

zhDai

Hi, the efficiency of thundersvm is very appealing, and I want to try the thundersvm software on Matlab. However, I can't get the software installed though following the document. Can...

jbb0523

How can I compute the precision-recall cuvre with OCSVM?

1

_sklearn.metrics.precision_recall_curve(y_true, probas_pred, *, pos_label=None, sample_weight=None)_ According to Sklearn, we should pass a probability prediction as a parameter for precision_recall_curve. But, the OCSVM doesn't have a function that returns a probability...

RamziFsm