https://github.com/danlessa/signal_composer

Library for composing signals from arrays and functions.
https://github.com/danlessa/signal_composer

signal-processing

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Library for composing signals from arrays and functions.

• Host: GitHub
• URL: https://github.com/danlessa/signal_composer
• Owner: danlessa
• License: mit
• Created: 2022-08-10T22:08:57.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-03-19T16:59:52.000Z (11 months ago)
• Last Synced: 2025-01-15T13:11:06.353Z (24 days ago)
• Topics: signal-processing
• Language: Python
• Homepage:
• Size: 232 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# signal_composer

Library for composing signals from arrays and functions.

## Usage

### Creating Signals

#### From interpolated arrays

```python

signal = Signal([1, 0, 1, -1, 1])

```

![](assets/signal_interpolate.png)

#### From functions

```python

f = lambda x: x ** 3 - x ** 2

signal = Signal(f)

```

![](assets/signal_function.png)

```python

f = lambda x: x ** 3 - x ** 2

signal = Signal(f, function_input_span=[0, 1 + 0.25])

```

![](assets/signal_function_span.png)

### Composing Signals

#### From adding signals

```python

signal_1 = Signal([0, 1])

signal_2 = Signal(lambda x: 1 + x ** 3)

composed_signal = signal_1 + signal_2

```

![Time-series for the composed signal above.](assets/compose_add.png)

#### From lists

```python

signals = [

    lambda x: x ** 2,

    [-1, 0, 1],

    lambda x: 4 + x ** (1/2)

]

composed_signal = Signal.compose_from_list(signals)

```

![](assets/compose_list.png)

## How to install

### Option 1: Manually

Clone the GitHub repo and install manually by passing

```

gh repo clone danlessa/signal_composer

cd signal_composer

pip install -e .

```

### Option 2: PyPi

Just pass:

`pip install signal_composer`