semvec/pypi-packages huggingface dataset:
indian-namematch 1.3.0
Indian Fuzzy name Matching Tool.
License: MIT

I first preprocessed data also considering phonetic similarity of alphabets based on some common problems of Indian names.
After that i implemented soundex and used it to find similarity of names.
If two names seems similar , I have implmented my improvised vowels/cosonants functions which clears the situation better and gives an improvised Output.

Requirements
============

-  Python 3 or higher and nltk

Installation
============

Using PIP via PyPI

.. code:: bash

    pip3 install indian_namematch



.. code:: bash

    python3



Usage
=====

.. code:: python

    >>> import indian_namematch
    >>> from indian_namematch import fuzzymatch

Single Comparison
~~~~~~~~~~~~~~~~~

.. code:: python

    >>> results = fuzzymatch.single_compare("A Singh", "Ajeet Singh")
    >>> print(results)
        Match
    >>> results = fuzzymatch.single_compare("Ajeit Singh", "Ajeet Singh")
    >>> print(results)
        Match
    >>> results = fuzzymatch.single_compare("Mr Ajeit Singh", "Ajeet Singh")
    >>> print(results)
        Match
    >>> results = fuzzymatch.single_compare("M/r Ajeit Singh", "Ajeet Singh")
    >>> print(results)
liberty 1.2.1
Liberty - Real-time computer vision
License: MIT
Requires Python: >=3.7
Keywords: liberty

# Liberty - Real-time computer vision

![PyPI](https://img.shields.io/pypi/v/liberty)
![PyPI - Python Version](https://img.shields.io/pypi/pyversions/liberty)
![PyPI - Implementation](https://img.shields.io/pypi/implementation/liberty)
![GitHub repo size](https://img.shields.io/github/repo-size/dmitryryumin/liberty)
![PyPI - Status](https://img.shields.io/pypi/status/liberty)
![PyPI - License](https://img.shields.io/pypi/l/liberty)

| [Release history](https://github.com/DmitryRyumin/Liberty/blob/master/NOTES.md) | [Documentation in Russian](https://github.com/DmitryRyumin/Liberty/blob/master/README_RU.md) |
| --- | --- |

## Installation

```shell script
pip install liberty
```

---

>  **Note for Windows!**

1. Delete `PyOpenGL` and  `PyOpenGL-accelerate`

    ```shell script
    pip uninstall PyOpenGL
    pip uninstall PyOpenGL-accelerate
    ```

2. Download and installing [PyOpenGL и PyOpenGL-accelerate](https://www.lfd.uci.edu/~gohlke/pythonlibs/#pyopengl)

---

## Update

```shell script
pip install --upgrade liberty
```

## Required packages

| Package | Min version | Current version |
| ------- | ----------- | --------------- |
`numpy` | `1.18.5` | ![PyPI](https://img.shields.io/pypi/v/numpy) |
`opencv-contrib-python` | `4.4.0.42` | ![PyPI](https://img.shields.io/pypi/v/opencv-contrib-python) |
`PyOpenGL` | `3.1.5` | ![PyPI](https://img.shields.io/pypi/v/PyOpenGL) |
`PyOpenGL-accelerate` | `3.1.5` | ![PyPI](https://img.shields.io/pypi/v/PyOpenGL-accelerate) |
`Pillow` | `8.0.0` | ![PyPI](https://img.shields.io/pypi/v/Pillow) |
`comtypes` | `1.1.7` | ![PyPI](https://img.shields.io/pypi/v/comtypes) |
`colorama` | `0.4.3` | ![PyPI](https://img.shields.io/pypi/v/colorama) |
`xmltodict` | `0.12.0` | ![PyPI](https://img.shields.io/pypi/v/xmltodict) |

## Modules

| Title | Description | Configuration file | Examples |
| ----- | ----------- | ------------------ | -------- |
| [trml](https://github.com/DmitryRyumin/Liberty/tree/master/liberty/modules/trml) | Operation with Shell | | |
| [core](https://github.com/DmitryRyumin/Liberty/tree/master/liberty/modules/core) | Module core | | |
| [filem](https://github.com/DmitryRyumin/Liberty/tree/master/liberty/modules/filem) | Operation with Files | | |
| [pvv](https://github.com/DmitryRyumin/Liberty/tree/master/liberty/modules/pvv) | Playing photo/video data | [+](https://github.com/DmitryRyumin/Liberty/blob/master/liberty/configs/pvv.json) | [+](https://github.com/DmitryRyumin/Liberty/blob/master/liberty/samples/play.py) |
| [facesdet](https://github.com/DmitryRyumin/Liberty/blob/master/liberty/modules/facesdet/README.md) | Faces detection | [+](https://github.com/DmitryRyumin/Liberty/blob/master/liberty/configs/facesdet.json) | [+](https://github.com/DmitryRyumin/Liberty/blob/master/liberty/samples/facesdet_play.py) |
druidapi 0.4.0
A lightweight library to access the Apache Druid API
License: MIT
Requires Python: >=3.8,<4.0

# A simple Python library to access the Druid API

**This is NO official project from the Apache Druid team.**

# Installation
```pip install druidapi```

# Basic Usage
```
import druidapi

dclient = druidapi.DruidClient(druidapi.DruidApiClientConfiguration(
    endpoint='https://mydruid.router.host:1234/',  # this should point to your Router
    username='mydruidusername',
    password='mydruidpassword'
))

# Query some data
result = dclient.query('SELECT * FROM mydatasource')
```

# Local Development
This project uses the poetry tool for dependency management: https://python-poetry.org/

To setup your local development environment after checkout, use:
```poetry install```

## Run Tests Locally
```
cd src/
poetry run mypy --strict -p druidapi
poetry run flake8 . --count --max-complexity=10 --max-line-length=120 --statistics
```