semvec/pypi-packages huggingface dataset:
Tobigram 2.2.18
Elegant, modern and asynchronous Telegram MTProto API framework in Python for users and bots
Requires Python: >=3.8
Keywords: api, chat, client, library, messenger, mtproto, python, telegram

<p align="center">
    <a href="https://github.com/KurimuzonAkuma/pyrogram">
        <img src="https://raw.githubusercontent.com/KurimuzonAkuma/kurigramartwork/master/kurigram-logo.png" alt="Pyrogram" width="128">
    </a>
    <br>
    <b>Telegram MTProto API Framework for Python</b>
    <br>
    <a href="https://kurigram.icu">
        Homepage
    </a>
    •
    <a href="https://docs.kurigram.icu">
        Documentation
    </a>
    •
    <a href="https://t.me/kurigram_news">
        News
    </a>
    •
    <a href="https://t.me/kurigram_chat">
        Chat
    </a>
</p>

## Pyrogram

> Elegant, modern and asynchronous Telegram MTProto API framework in Python for users and bots

``` python
from pyrogram import Client, filters

app = Client("my_account")


@app.on_message(filters.private)
async def hello(client, message):
    await message.reply("Hello from Pyrogram!")


app.run()
```

**Pyrogram** is a modern, elegant and asynchronous [MTProto API](https://docs.kurigram.icu/topics/mtproto-vs-botapi)
framework. It enables you to easily interact with the main Telegram API through a user account (custom client) or a bot
identity (bot API alternative) using Python.

### Support

If you'd like to support my fork, you can consider:

- `kurimuzonakuma.ton` - TON
- `TCbZ7CSpTvTJ6rno2eoWWYBx7hmYF75wk3` - USDT TRC20

### Key Features

- **Ready**: Install Pyrogram with pip and start building your applications right away.
- **Easy**: Makes the Telegram API simple and intuitive, while still allowing advanced usages.
- **Elegant**: Low-level details are abstracted and re-presented in a more convenient way.
- **Fast**: Boosted up by [TgCrypto](https://github.com/pyrogram/tgcrypto), a high-performance cryptography library written in C.
- **Type-hinted**: Types and methods are all type-hinted, enabling excellent editor support.
- **Async**: Fully asynchronous (also usable synchronously if wanted, for convenience).
- **Powerful**: Full access to Telegram's API to execute any official client action and more.

### Installing

Stable version

``` bash
pip3 install kurigram
```

Dev version
``` bash
pip3 install https://github.com/TobiBotz/Tobigram/archive/dev.zip --force-reinstall
```

### Resources

- Check out the [docs](https://docs.kurigram.icu) to learn more about Pyrogram, get started right
away and discover more in-depth material for building your client applications.
- Join the [official channel](https://t.me/kurigram_news) and stay tuned for news, updates and announcements.
- Join the [official chat](https://t.me/kurigram_chat) to communicate with people.
topsis-sneha-102303723 1.0.0
TOPSIS implementation using Python

# Topsis-Sneha-102303723

This Python package implements the TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) method, a multi-criteria decision-making technique used to rank alternatives based on their distance from an ideal best and ideal worst solution.

---

## Installation

Install the package from PyPI using pip:

pip install Topsis-Sneha-102303723

---

## Usage

The package provides a command-line interface (CLI).

### Command format

topsis <input_file> <weights> <impacts> <output_file>

### Example

topsis data.csv "2,1,3,1,2" "+,-,+,+,-" result.csv

---

## Input File Format

- The input file must be a CSV file.
- The file must contain at least 3 columns.
- The first column is treated as an identifier (name/label).
- All columns from the second column to the last column must contain numeric values only.

---

## Weights and Impacts

- Weights must be numeric and separated by commas.
- Impacts must be either + (benefit) or - (cost) and separated by commas.
- The number of weights and impacts must be equal to the number of criteria columns.

---

## Output

- The output is a CSV file.
- Two additional columns are added:
  - Topsis Score
  - Rank
- Higher Topsis score indicates a better rank.

---

## Error Handling

The program validates:
- Correct number of command-line arguments
- File existence
- Numeric values in criteria columns
- Correct number of weights and impacts
- Valid impact symbols (+ or -)

---

## Author

Sneha