neurokit 0.0.6

<p align="center"><img src="https://github.com/neuropsychology/NeuroKit.py/blob/master/docs/img/neurokit.png" width="400" align="center" alt="neurokit python logo"></p>

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# NeuroKit.py
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).





|Name|NeuroKit|
|----------------|---|
|Latest Version|[](https://pypi.python.org/pypi/neurokit)|
|Documentation|[](http://neurokit.readthedocs.io/en/latest/?badge=latest)|
|Discussion|[](https://gitter.im/NeuroKit-py/Lobby?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)|
|Questions|[](https://github.com/neuropsychology/NeuroKit.py/issues)|
|Authors|[](https://cdn.rawgit.com/neuropsychology/Organization/master/CVs/DominiqueMakowski.pdf)|

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**Warning: This package is under development.**

## Description

Features:

- **M/EEG***
- Data loading
- Preprocessing
- Filtering
- Microstates (under development)
- **Electrodermal Activity (EDA)**
- **Electro-Cardiography (ECG)**
- **Statistics**
- Feature reduction (PCA, ICA...)
- Z scores
- **Other**
- Load and convert biopac:copyright:'s AcqKnowledge files to a `pandas`' dataframe
- Fractal/chaos/entropy indices computation

\**Warning*: mainly wrapper functions based on [mne](http://martinos.org/mne/stable/index.html). Go master **mne** first! :wink:
## Install

Run the following:

```bash
pip install https://github.com/neuropsychology/NeuroKit.py/zipball/master
```

## Example

#### Fractal/chaos/entropy indices computation
```python
import neurokit as nk
signal = [5, 1, 7, 2, 5, 1, 7, 4, 6, 7, 5, 4, 1, 1, 4, 4]
results = nk.fractal_dimensions(signal)
print(results["Entropy"])
```

#### Z-scores
```python
import neurokit as nk
raw_scores = [1, 2, 8, 6, 2, 4]
z_scores = nk.z_score(raw_scores)
```