semvec/pypi-packages huggingface dataset:
atts 0.0.8
Train_test splitter with adversarial validation
License: MIT
Keywords: adversarial validation train-test-split data-sceince machine-learning


Auto_train_test_splitter
============================================================

ATTS (Auto Train Test Splitter) splits the given dataframe to train and test taking into account the Concept Drift. It does this with xgboost running in the background. 

Calculates roc_auc scores for the given test size values. Creates a dataframe with these values.
Provides easier change visibility with chart.

The code is Python 3

Installation
------------------------

Fast install:

::

    pip install atts

For a manual install get this package:

::

    wget https://github.com/alikula314/att_split/atts/archive/master.zip
    unzip master.zip
    rm master.zip
    cd atts-master

Install the package:

::

    python setup.py install    

Example on Red Wine Quality Dataset
--------------------------------------------------------------------------------

.. code:: python

    pip install atts
    from atts.auto_test_splitter import atts 

    # run module
    k = ATTS(df, "quality" , 0.05, 0.50, 0.05)

    # get auc_score - test_size dataframe
    k.test_sizes_df()
    
    #get the plot
    k.test_sizes_plot(800,400)
displayhatmini 0.0.2
Python library for the displayhatmini 320x240 LCD with buttons and RGB
License: MIT
Requires Python: >=2.7
Keywords: Raspberry Pi

# Display HAT Mini

[![Build Status](https://shields.io/github/workflow/status/pimoroni/displayhatmini-python/Python%20Tests.svg)](https://github.com/pimoroni/displayhatmini-python/actions/workflows/test.yml)
[![Coverage Status](https://coveralls.io/repos/github/pimoroni/displayhatmini-python/badge.svg?branch=main)](https://coveralls.io/github/pimoroni/displayhatmini-python?branch=main)
[![PyPi Package](https://img.shields.io/pypi/v/displayhatmini.svg)](https://pypi.python.org/pypi/displayhatmini)
[![Python Versions](https://img.shields.io/pypi/pyversions/displayhatmini.svg)](https://pypi.python.org/pypi/displayhatmini)

# Pre-requisites

You must enable:

* spi: `sudo raspi-config nonint do_spi 0`

You can optionally run `sudo raspi-config` or the graphical Raspberry Pi Configuration UI to enable interfaces.

# Installing

Stable library from PyPi:

* Just run `pip3 install displayhatmini`

In some cases you may need to use `sudo` or install pip with: `sudo apt install python3-pip`

Latest/development library from GitHub:

* `git clone https://github.com/pimoroni/displayhatmini-python`
* `cd displayhatmini-python`
* `sudo ./install.sh`

# Useful Links

* Pinout - https://pinout.xyz/pinout/display_hat_mini
* Buy - https://shop.pimoroni.com/products/display-hat-mini
# Changelog
0.0.2
-----

* Add PWM backlight support (not super stable, but it works)
* Add `on_button_pressed` for interrupt driven buttons

0.0.1
-----

* Initial Release