signalflow-nn 0.2.4

Neural network extension for signalflow (torch/lightning).

signalflow-nn

Neural network extension for signalflow-trading built on PyTorch and Lightning.

Installation

pip install signalflow-nn

Requirements

• Python ≥ 3.12
• signalflow-trading ≥ 0.2.1
• PyTorch ≥ 2.2
• Lightning ≥ 2.5

Modules

• data – Data loading and preprocessing utilities
• encoder – Feature encoding layers
• head – Output head architectures
• layer – Custom neural network layers
• loss – Loss functions
• model – Complete model implementations
• validator – Model validation utilities

Usage

import signalflow.nn as nn

# Access submodules
nn.data
nn.encoder
nn.head
nn.model
nn.loss
nn.validator

License

See signalflow-trading for license details.