webGPU resources

[bmschmidt]

[!IMPORTANT] Adds WebGPU buffer management, TinyForest implementation, and compute shader preparation for enhanced GPU operations.

• WebGPU Buffer Management:
  • Introduces WebGPUBufferSet class in buffertools.ts for managing GPU buffers with methods like set() and register().
  • Adds createSingletonBuffer() function for creating disposable GPU buffers.
• TinyForest Implementation:
  • Adds TinyForest class in forests.ts extending StatefulGPU for managing forest parameters and GPU buffers.
  • Implements countPipeline() and chooseNextFeatures() for compute pipeline setup and feature selection.
• Compute Shader Preparation:
  • Adds prepareComputeShader() function in lib.ts for setting up compute shaders with buffer bindings.
  • Introduces create_hamming_transform() for creating transformations using Hamming distance in scatterplots.

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[bmschmidt]

[!WARNING] This pull request is not mergeable via GitHub because a downstack PR is open. Once all requirements are satisfied, merge this PR as a stack on Graphite. Learn more

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