Variable Transformations for the Softplus Function

5.5 KB of data on variable transformations, specifically referencing the softplus function. The dataset was authored by Wyatt H. Bridgman and last updated on May 29, 2026. It is available in XLS format under a CC-BY-4.0 license on figshare.

Use Cases

• Implementing the softplus activation function based on the described transformations
• Preprocessing data for neural network training using the referenced variable transformations
• Benchmarking alternative activation functions against the softplus function
• Studying the mathematical properties of the softplus function for model optimization

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• The license (CC-BY-4.0) is permissive for reuse and modification.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

figshare

Freshness

Last updated 2026-05-29 17:34:40; freshness should be verified.