Thread safety of transform for GaussianRandomProjection and PCAQueue.Queue vs. collections.dequeWhat is thread safe or non-thread safe in PHP?How to use threading in Python?What is non-thread-safety for?C++ Thread Safety Summary“Large data” work flows using pandasscikit-learn PCA: matrix transformation produces PC estimates with flipped signsTransforming data for kmeans and PCAPCA : same explained variance ratio for different number of componentssklearn Incremental Pca large dataset
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Thread safety of transform for GaussianRandomProjection and PCA
Queue.Queue vs. collections.dequeWhat is thread safe or non-thread safe in PHP?How to use threading in Python?What is non-thread-safety for?C++ Thread Safety Summary“Large data” work flows using pandasscikit-learn PCA: matrix transformation produces PC estimates with flipped signsTransforming data for kmeans and PCAPCA : same explained variance ratio for different number of componentssklearn Incremental Pca large dataset
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In my main thread I'm creating either a GaussianRandomProjection or PCA model, fitted to a dataset and then passing that model to multiple child threads. If the operations in the child thread are limited to transform, is this thread safe? The core of the transform operation in both of these models is np.dot. I don't see any reason why this operation shouldn't be thread safe, but I'm not entirely sure.
python scikit-learn thread-safety
edited Mar 22 at 23:09
desertnaut
21.4k84681
asked Mar 22 at 21:26
user395788user395788
213
add a comment |
In my main thread I'm creating either a GaussianRandomProjection or PCA model, fitted to a dataset and then passing that model to multiple child threads. If the operations in the child thread are limited to transform, is this thread safe? The core of the transform operation in both of these models is np.dot. I don't see any reason why this operation shouldn't be thread safe, but I'm not entirely sure.
python scikit-learn thread-safety
edited Mar 22 at 23:09
desertnaut
21.4k84681
asked Mar 22 at 21:26
user395788user395788
213
add a comment |
In my main thread I'm creating either a GaussianRandomProjection or PCA model, fitted to a dataset and then passing that model to multiple child threads. If the operations in the child thread are limited to transform, is this thread safe? The core of the transform operation in both of these models is np.dot. I don't see any reason why this operation shouldn't be thread safe, but I'm not entirely sure.
python scikit-learn thread-safety
edited Mar 22 at 23:09
desertnaut
21.4k84681
asked Mar 22 at 21:26
user395788user395788
213
In my main thread I'm creating either a GaussianRandomProjection or PCA model, fitted to a dataset and then passing that model to multiple child threads. If the operations in the child thread are limited to transform, is this thread safe? The core of the transform operation in both of these models is np.dot. I don't see any reason why this operation shouldn't be thread safe, but I'm not entirely sure.
python scikit-learn thread-safety
python scikit-learn thread-safety
edited Mar 22 at 23:09
desertnaut
21.4k84681
asked Mar 22 at 21:26
user395788user395788
213
edited Mar 22 at 23:09
desertnaut
21.4k84681
asked Mar 22 at 21:26
user395788user395788
213
edited Mar 22 at 23:09
desertnaut
21.4k84681
edited Mar 22 at 23:09
desertnaut
21.4k84681
edited Mar 22 at 23:09
desertnaut
21.4k84681
21.4k84681
asked Mar 22 at 21:26
user395788user395788
213
asked Mar 22 at 21:26
user395788user395788
213
asked Mar 22 at 21:26
user395788user395788
213
213
add a comment |
add a comment |
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