Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

autodiff cross-platform cuda deep-learning kernel-fusion machine-learning metal ndarray neural-network onnx pytorch rocm rust scientific-computing tensor vulkan wasm webgpu
19 Open Issues Need Help Last updated: Jul 10, 2026

Open Issues Need Help

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enhancement help wanted

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
help wanted feature

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
documentation good first issue

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
Training metrics about 2 months ago
good first issue feature

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
good first issue feature

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
help wanted example accessibility

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
good first issue feature

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
enhancement good first issue feature

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
good first issue wgpu

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
enhancement good first issue example

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
good first issue infrastructure

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
enhancement good first issue

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu
help wanted onnx

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu

AI Summary: Update the Burn Book's HuggingFaceDatasetLoader documentation to explicitly state the Python `pip` pre-requisite for users to avoid encountering errors related to missing Python modules during dataset loading. This involves adding a clear statement about the dependency and potentially providing troubleshooting steps.

Complexity: 2/5
documentation good first issue

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
#autodiff#cross-platform#cuda#deep-learning#kernel-fusion#machine-learning#metal#ndarray#neural-network#onnx#pytorch#rocm#rust#scientific-computing#tensor#vulkan#wasm#webgpu