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ThunderSVM: A Fast SVM Library on GPUs and CPUs

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Hi, I'm having some trouble. I'm running deep learning experiments and I want to use thundersvm instead of traditional svm to accelerate the experiments, but the following error occurs while...

The issue can be replicated with runtime cpu and runtime gpu I also issues just importing. Steps to reproduce 1. installing (runs successfully) ``` !pip install thundersvm ! pip freeze...

![image](https://user-images.githubusercontent.com/59406701/157362264-c1c9748c-1dc5-45ea-9799-dd4b76c2f1af.png) but I do not choose GPU in installing time. worried~

i am trying to install thundersvm using `pip` in linux system with cuda 10.2, it gives me this error while trying to use. `/lib/python3.7/site-packages/thundersvm/libthundersvm.so: cannot open shared object file: No...

I see there is a CUDA 10 Window's build. Is there no CUDA 10 Linux's build?

enhancement

Hi, I wanted to use ThunderSVM as part of a different cmake project. This currently fails, as current master relies on - `CMAKE_BINARY_DIR` - `PROJECT_SOURCE_DIR` - `CMAKE_BINARY_DIR` I changed the...

I'm trying to use thundersvm python version in Xavier. Building with C++ was successful, but > pip install thundersvm is not available. Can't use thundersvm(python) in Xavier?

I've installed thunderSVM on my machine with gpu support with no errors but it seems like training doesn't speed up. Code used: I used the sample code for scikit-learn wrapper...

enhancement

Determining if the pthread_create exist failed with the following output: Change Dir: /home/user-njf/bjy/V5_winter_wheat_extract/thundersvm-master/build/CMakeFiles/CMakeTmp Run Build Command:"/usr/bin/make" "cmTC_0f534/fast" /usr/bin/make -f CMakeFiles/cmTC_0f534.dir/build.make CMakeFiles/cmTC_0f534.dir/build make[1]: Entering directory '/home/user-njf/bjy/V5_winter_wheat_extract/thundersvm-master/build/CMakeFiles/CMakeTmp' Building C object CMakeFiles/cmTC_0f534.dir/CheckSymbolExists.c.o /usr/bin/cc...

Hi there thank you for offering to help. Made my first account on Github today! :) After building using Visual Studio and installing using the "cd python && python setup.py...