semvec/pypi-packages huggingface dataset:
flashcluster 0.3.1
Flashcluster, a lightning-fast hierarchical clustering package.
Requires Python: >=3.8

# Flashcluster, a lightning-fast hierarchical clustering package.

## Getting started

### Installing the package

`flashcluster` can be installed with `pip`:
```bash
pip install flashcluster
```

### Basic usage

`flashcluster` is designed work with `numpy` arrays.
```py
from flashcluster import compute_clustering
import numpy as np

# Create dataset with 100 points of dimension 20
data = np.random.random((100, 20))

# Compute clustering
clustering = compute_clustering(data, c=1.5, mode="fast")

# Print the clustering distance (i.e. dissimilarity) of points 0 and 1.
print(clustering.dist(0, 1))
```
jupyter-turtle 1.0.3
Simplified Turtle graphics for the Jupyter Notebook
Requires Python: >=3.9

# Jupyter Turtle 

This is an implementation of simplified Turtle graphics to support my [Python
for Everyone](https://github.com/mike-matera/python-for-everyone) course.
[Logo](https://en.wikipedia.org/wiki/Logo_\(programming_language\)) was my first
programming language. The purpose of this implementation is to give beginners a
visual experience to help them understand algorithmic reasoning. The module
contains a `Turtle` class implementation with a full API and a simplified API
that I use in class.
mididoctor 25.7.20
Stand-alone, comprehensive and easy-to-use MIDI check and repair Python package
Requires Python: >=3.6
Keywords: MIDI, Doctor, Repair MIDI, Fix MIDI, MIDI repair, MIDI checker

# mididoctor
## Stand-alone, comprehensive and easy-to-use MIDI check and repair Python package

![MIDI-Doctor-Artwork](https://github.com/user-attachments/assets/a8532b66-6b8a-4d17-86a2-d300165e5be2)

***

## With just one line of code, MIDI Doctor will check and heal

* MIDI signature
* MIDI channels range
* MIDI pitches range
* MIDI velocities range
* MIDI patch changes range
* Duplicate pitches
* Bad chords
* Excessively short durations
* Excessively long durations
* Overlapping durations
* Text events inconsistencies
* Excessively quiet dynamics
* Excessively flat dynamics

***

## Install

```sh
pip install mididoctor
```

***

## Basic use example

```python
import mididoctor

mididoctor.heal_midi('Come To My Window.mid')
```

***

### Project Los Angeles
### Tegridy Code 2025