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OpenClaw Skills & Use Case Index

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Skills tagged: neural-networks

Browse skills that share this tag.

  • forward-forward-learning - Forward-Forward Algorithm for Local Layer-Wise Learning
    forward-forward-algorithmlocal-learningneural-networkspytorch

    ★ 66 · Updated 2026-09-23

    Implements Hinton's Forward-Forward algorithm for local layer-wise neural network training without backpropagation.

    ⚙ Train layers without backpropagation⚙ Compute layer goodness functions⚙ Generate self-contrastive negative samples
  • mhc-algorithm - Manifold-Constrained Hyper-Connections for Deep Networks
    neural-networkspytorchdeep-learninghyper-connections

    ★ 0 · Updated 2026-09-14

    Implement mHC to stabilize deep network training using doubly stochastic matrices via the Sinkhorn-Knopp algorithm.

    ⚙ Implement Sinkhorn-Knopp algorithm⚙ Project matrices to doubly stochastic⚙ Build PyTorch HyperConnections module
  • lempel-ziv-complexity-and-sensitivity - Evaluate network complexity and sensitivity
    lempel-ziv-complexitysensitivityhyperparametersneural-networks

    ★ 3 · Updated 2026-09-12

    Evaluates how neural network hyperparameters affect output complexity and input perturbation sensitivity.

    ⚙ Calculate Lempel-Ziv output complexity⚙ Measure input perturbation sensitivity
  • scientific-schematics - Create Publication-Quality Scientific Diagrams with AI
    diagram-generationscientific-visualizationai-artpublication-quality

    ★ 22 · Updated 2026-02-11

    Generate scientific diagrams using Nano Banana Pro AI with Gemini 3 Pro quality review and smart iterative refinement

    ⚙ describe diagram in natural language⚙ generate publication-quality images⚙ review diagram quality