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name, about, title, labels, assignees
name | about | title | labels | assignees | ||
---|---|---|---|---|---|---|
Bug Report | Create a report to help us improve | [BUG] |
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🐛 Bug Description
A clear and concise description of what the bug is.
🔄 Steps to Reproduce
- Go to '...'
- Click on '....'
- Scroll down to '....'
- See error
✅ Expected Behavior
A clear and concise description of what you expected to happen.
❌ Actual Behavior
A clear and concise description of what actually happened.
💻 Environment
System Information:
- OS: [e.g. Ubuntu 20.04, macOS 12.0, Windows 10]
- Compiler: [e.g. GCC 9.4.0, Clang 12.0.0, MSVC 2019]
- CMake Version: [e.g. 3.20.0]
- PyTorch Version: [e.g. 2.1.0]
Library Versions:
- SVM Classifier Version: [e.g. 1.0.0]
- libsvm Version: [if known]
- liblinear Version: [if known]
📋 Minimal Reproduction Code
#include <svm_classifier/svm_classifier.hpp>
#include <torch/torch.h>
int main() {
// Your minimal code that reproduces the issue
using namespace svm_classifier;
// Example:
auto X = torch::randn({100, 4});
auto y = torch::randint(0, 3, {100});
SVMClassifier svm(KernelType::RBF);
auto metrics = svm.fit(X, y); // Error occurs here
return 0;
}
Compilation command:
g++ -std=c++17 reproduce_bug.cpp -lsvm_classifier -ltorch -ltorch_cpu -o reproduce_bug
📊 Error Output
Paste the full error message, stack trace, or unexpected output here
🔍 Additional Context
Add any other context about the problem here:
- Were you following a specific tutorial or documentation?
- Did this work in a previous version?
- Are there any workarounds you've found?
- Any additional error logs or debugging information?
📎 Attachments
If applicable, add:
- Screenshots of error messages
- Log files
- Core dumps (if available)
- Example datasets (if relevant and small)
✅ Checklist
- I have searched for existing issues that might be related to this bug
- I have provided a minimal reproduction case
- I have included all relevant environment information
- I have tested this with the latest version of the library
- I have checked that my build environment meets the requirements