stdml - The Standard Template Library (STL) for machine learning

[early draft]

Core

• stdtensor
  • <ttl/algorithm>
  • <ttl/cuda_tensor>
  • <ttl/device>
  • <ttl/flat_shape>
  • <ttl/range>
  • <ttl/shape>
  • <ttl/tensor>
  • <ttl/type>
  • <ttl/experimental/copy>
  • <ttl/experimental/flat_tensor>
  • <ttl/experimental/operators>
  • <ttl/experimental/raw_tensor>
  • <ttl/experimental/zip>
  • <ttl/mixed_tensor_buffer>
  • <ttl/tensor_buffer>
• stdnn-ops
  • <ttl/nn/ops>
  • <ttl/nn/layers>
  • <ttl/nn/models>
• stdnn-ops-cuda
• nn-graph-experimental
  • <ttl/nn/computation_graph>
  • <ttl/nn/graph/builder>
  • <ttl/nn/graph/layers>

Learning

• stdml-experimental
  • <stdml/control>
  • <stdml/dataset>
  • <stdml/evaluate>
  • <stdml/models>
  • <stdml/train>

Utilities

• stdtracer
  • <tracer/cuda>
  • <tracer/simple>
  • <tracer/stack>
  • <tracer/thread>
  • <tracer/disable>