semvec/pypi-packages huggingface dataset:
run-models 0.0.4
Run all regression and classification models with its default parameters

ï»¿# run_models

**run_models** lets you run many regression and classification models with their default parameters and rank them by RMSE or AUC. 

## Installation

`pip install run_models`

## Dependencies
`numpy`

`pandas`

`scikit-learn`

`xgboost`

`lightgbm`

`catboost`

`matplotlib`

## How to use it?

`run_models` comes with two functions:
- `run_models.run_regressors(data, target_column)` for regression tasks - All models are ranked by RMSE.
- `run_models.run_classifiers(data, target_column)` for classification tasks - All models are ranked y AUC.

`import run_models as rm` 

`fig = rm.run_classifiers(titanic_data, 'Survived')`
card-cli 1.1.11
card-cli is a command line utility for reading smartcards and magnetic stripe cards.
Requires Python: >=3.6

================================
Card reader command-line utility
================================
Configured Readers
------------------
- ACS ACR122U (rfid)
- pcProx RDR-7582AKU (rfid)

Usage
-----  
**via command line:**
::  
card-cli --device-vendor-id 0x03f0 --device-product-id 0x2724

card-cli is a command line utility for reading smartcards and magnetic stripe cards. 

--device-vendor-id (-dvid) and --device-product-id (-dpid) is only required to connect msr device.
pyson0 0.1
This package ports the json0-ot-diff and ottypes/json0 to python.
Requires Python: >=2.7

# pyson0

Use ottypes operations with python objects and find differences between objects following the ottypes defintion and format https://github.com/ottypes/docs.

On its essence this project is a port of the following projects from javascript to python, with a few modifications.

 * ottypes/json0 (https://github.com/ottypes/json0) 
 * kbadk/json0-ot-diff (https://github.com/kbadk/json0-ot-diff)

## Status
![TravisCI Build Status](https://travis-ci.com/lbragues/pyson0.svg?branch=master)
#
At the moment some parts of the library are not complete and others need validations in terms of use cases and performance.

### json0
For now the port is only implementing the apply **without** support for si/sd.
We will be adding this in the near future.

### json0-ot-diff
It is fully ported. To support string operations it is using the python diff-match-patch implementation from google.

#
## Install

### Using Package Manager

### Manually

#
## Testing
To run the tests simply run: ``python -m unittest discover -s tests/ -p "test_*.py"``