semvec/pypi-packages huggingface dataset:
signalflow-nn 0.2.6
Neural network extension for signalflow (torch/lightning).
Requires Python: >=3.12

# signalflow-nn

Neural network extension for [signalflow-trading](https://pypi.org/project/signalflow-trading/) built on PyTorch and Lightning.

## Installation

```bash
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

```python
import signalflow.nn as nn

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

## License

See [signalflow-trading](https://pypi.org/project/signalflow-trading/) for license details.
ewoksxas 0.1.0
A data‑reduction and analysis package for X‑ray spectroscopy, built on Orange3 and Ewoks.
Requires Python: >=3.10
Keywords: X-ray Spectroscopy, Orange Addon, Ewoks

# ewoksxas

A data‑reduction and analysis package for X‑ray spectroscopy, built on Orange3 and Ewoks.

## Documentation

https://ewoksxas.readthedocs.io

## Installation

```bash
pip install ewoksxas
```

## Getting Started

Run the demo workflow:

```bash
ewoksxas examples/demo.ows
```