semvec/pypi-packages huggingface dataset:
kwoq 0.4.2
A simple data processing and visualization library
Requires Python: >=3.7

# Econometric Analysis Library

Библиотека для эконометрического анализа данных.
Объединяет классические методы статистического анализа с современными подходами к интерпретации данных.
## Установка

```bash
pip install kwoq==0.4.1
```
## Быстрый старт

```python
import numpy as np
from kwoq import EconometricAnalysis

# Подготовка данных
X = np.array([1, 2, 3, 4, 5])
y = np.array([2, 4, 5, 4, 5])

# Статистический анализ
analysis = EconometricAnalysis(X, y)
results = analysis.print_full()
```

## Получение текстов заданий и импортов
Метод get_task_code позволяет получать текст задания по номеру (от 1 до 6) или список импортов (по номеру 0).

```python
# Получение текста задания
task_description = analysis.get(1)
print(task_description)  # Выведет: Задание 1: Спецификация модели.

# Получение списка импортов
imports = analysis.get(0)
print(imports)  # Выведет строку с импортами
```
## Основные возможности

### Статистический анализ (EconometricAnalysis)
- Построение линейных и полиномиальных регрессий
- Расчет основных статистических показателей (R², F-статистика, t-статистики)
- Анализ остатков и диагностика модели
- Визуализация результатов

## Требования

- Python >= 3.7
- numpy
- pandas
- matplotlib
- scipy
- statsmodels
- seaborn
- scikit-learn
- requests
vonage-subaccounts 1.0.4
Vonage Subaccounts API package
Requires Python: >=3.9

# Vonage Subaccount Package

This package contains the code to use Vonage's Subaccount API in Python.

It includes methods for creating and modifying Vonage subaccounts and transferring credit, balances and numbers between subaccounts.

## Usage

It is recommended to use this as part of the main `vonage` package. The examples below assume you've created an instance of the `vonage.Vonage` class called `vonage_client`.


### List Subaccounts

```python
response = vonage_client.subaccounts.list_subaccounts()
print(response.model_dump)
```

### Create Subaccount

```python
from vonage_subaccounts import SubaccountOptions

response = vonage_client.subaccounts.create_subaccount(
    SubaccountOptions(
        name='test_subaccount', secret='1234asdfA', use_primary_account_balance=False
    )
)
print(response)
```

### Modify a Subaccount

```python
from vonage_subaccounts import ModifySubaccountOptions

response = vonage_client.subaccounts.modify_subaccount(
    'test_subaccount',
    ModifySubaccountOptions(
        suspended=True,
        name='modified_test_subaccount',
    ),
)
print(response)
```

### List Balance Transfers

```python
from vonage_subaccounts import ListTransfersFilter

filter = {'start_date': '2023-08-07T10:50:44Z'}
response = vonage_client.subaccounts.list_balance_transfers(ListTransfersFilter(**filter))
for item in response:
    print(item.model_dump())
```

### Transfer Balance Between Subaccounts

```python
from vonage_subaccounts import TransferRequest

request = TransferRequest(
    from_='test_api_key', to='test_subaccount', amount=0.02, reference='A reference'
)
response = vonage_client.subaccounts.transfer_balance(request)
print(response)
```

### List Credit Transfers

```python
from vonage_subaccounts import ListTransfersFilter

filter = {'start_date': '2023-08-07T10:50:44Z'}
response = vonage_client.subaccounts.list_credit_transfers(ListTransfersFilter(**filter))
for item in response:
    print(item.model_dump())
```

### Transfer Credit Between Subaccounts

```python
from vonage_subaccounts import TransferRequest

request = TransferRequest(
    from_='test_api_key', to='test_subaccount', amount=0.02, reference='A reference'
)
response = vonage_client.subaccounts.transfer_balance(request)
print(response)
```

### Transfer a Phone Number Between Subaccounts

```python
from vonage_subaccounts import TransferNumberRequest

request = TransferNumberRequest(
    from_='test_api_key', to='test_subaccount', number='447700900000', country='GB'
)
response = vonage_client.subaccounts.transfer_number(request)
print(response)
```
whatsapp-messager 0.0.4
WhatsApp message sender using WhatsApp Business API
Requires Python: >=3.7
Keywords: whatsapp, messaging, automation, api

`whatsapp-messager` is a Python library that makes it easy to send messages using WhatsApp's official API. This library is built to interact with the WhatsApp Business API, providing a simple way to send text messages and OTP messages.

## Features

- Send OTP messages via WhatsApp.
    
- Send general text messages via WhatsApp.

## Installation

You can install the library using `pip`:

`pip install whatsapp-sender`

## Usage
To start using `whatsapp-sender`, you need to create an instance of the `WhatsAppSender` class with your access token, phone number ID, and version number.

### Import and Setup
```
from whatsapp_messager.messaging import WhatsAppSender

# Initialize the WhatsAppSender
sender = WhatsAppSender(
    access_token="your_access_token",
    phone_number_id="your_phone_number_id",
    version_number="v15.0"  # Optional, default is v15.0
)
```

### Send OTP Message

To send an OTP message:
```
response = sender.send_otp_message(recipient_phone_number="1234567890", otp="123456")
print(response)
```
### Send Text Message

To send a text message:
```
response = sender.send_text_message(
    recipient_phone_number="1234567890",
    message="Hello from WhatsApp Sender!",
    country_code="+1"  # Include the appropriate country code
)
print(response)
```
## Requirements

- Python 3.7+
    
- `requests` library

## Error Handling

The library provides basic error handling and returns success or failure messages based on the API response. If an error occurs, the response will contain details about the failure.

## License

This project is licensed under the MIT License. See the LICENSE file for details.

## Author

- John Gbaya-kokoya
    
- gbayakokoyajohnjr@gmail.com
    

## Contributing

Contributions are welcome! Please feel free to submit a Pull Request or open an Issue to improve the library.

## Links

- [GitHub Repository](https://github.com/John-sys/whatsapp-sender_library)
    
- [Bug Reports](https://github.com/John-sys/whatsapp-sender_library/issues)
    
- [Documentation](https://github.com/John-sys/whatsapp-sender_library)
rougail 1.1.1
A consistency handling system that was initially designed in the configuration management
Requires Python: >=3.8

![Logo Rougail](logo.png "logo rougail")

# Rougail

## Description

Rougail is a free full-featured configuration manager library written in python3.

The configuration is describe in YAML dictionary files.

Those dictionaries are converted into [Tiramisu](https://framagit.org/tiramisu/tiramisu) objects.

Rougail can be incorporated with other technologies and stacks regardless of whether they’re written in Python or not.

## Simple example

Create a directory:

```bash
# mkdir dict
```

## Dictionary

A dictionary is a variables description file.

Create the file `dict/dictionary.yml`:

```yml
---
version: 1.1
# describe a variable my_first_variable
# and a family with a variable my_second_variable
my_first_variable: my_value
my_family:
  my_second_variable: 1
```

## Generate variable

### With commandline:

```bash
# rougail -m dict
Variables:
┣━━ 📓 my_first_variable: my_value
┗━━ 📂 my_family
    ┗━━ 📓 my_second_variable: 1

```

### With default value:

Here is a python3 example file:

```python
from rougail import Rougail, RougailConfig
from pprint import pprint

RougailConfig['dictionaries_dir'] = ['dict']
rougail = Rougail()
config = rougail.run()
pprint(config.value.get(), sort_dicts=False)
```

The result is:

```json
{<TiramisuOption path="rougail">: {<TiramisuOption path="rougail.my_first_variable">: 'my_value',
                                   <TiramisuOption path="rougail.my_family">: {<TiramisuOption path="rougail.my_family.my_second_variable">: 1}}}
```

### With modified value


Use [Tiramisu](https://framagit.org/tiramisu/tiramisu) API to change values:

```python
from rougail import Rougail, RougailConfig
from pprint import pprint

RougailConfig['dictionaries_dir'] = ['dict']
rougail = Rougail()
config = rougail.get_config()
config.option('rougail.my_first_variable').value.set('modified_value')
config.option('rougail.my_family.my_second_variable').value.set(2)
pprint(config.value.get(), sort_dicts=False)
```

The destination file is generated with new values:

```json
{<TiramisuOption path="rougail">: {<TiramisuOption path="rougail.my_first_variable">: 'modified_value',
                                   <TiramisuOption path="rougail.my_family">: {<TiramisuOption path="rougail.my_family.my_second_variable">: 2}}}
```

# Link

* [Documentation](https://rougail.readthedocs.io/en/latest/)
* [Licence ](LICENSE)

# Related projects

* [Tiramisu](https://forge.cloud.silique.fr/gnunux/tiramisu)
* [Risotto](https://cloud.silique.fr/gitea/risotto/risotto)
Rajveer 0.7
A Python API Module That Helps Python Dev

# Rajveer

`Rajveer` is a Python package for checking Hotmail and Gmail emails, retrieving Instagram user information, and more.

## Installation

Install `Rajveer` using pip:

```bash
pip install Rajveer
```

## Usage

### Instagram Username genrator 

```python
from Rajveer import Insta

Username=Insta.Usergen(2013)

print(Username)
```

### Instagram User Information

Retrieve information about an Instagram user:

```python
from Rajveer import Insta
username = "cristiano"
info = Insta.Info(username) or {}

print("Name:", info.get("Name", "None"))
print("Username:", info.get("Username", "None"))
print("Followers:", info.get("Followers", "None"))
print("Following:", info.get("Following", "None"))
print("Date:", info.get("Date", "None"))
print("ID:", info.get("Id", "None"))
print("Posts:", info.get("Post", "None"))
print("Bio:", info.get("Bio", "None"))
print("Verified:", info.get("Verified", "None"))
print("Private:", info.get("Private", "None"))
```

### Instagram Email Recovery

Recover the email associated with an Instagram username:

```python
from Rajveer import Insta
username = "cristiano"
rest = Insta.Rest(username)
print(rest)  # Example output: c*******o@gmail.com
```

### Additional Information

For more info or support, contact [@CODEROGE](https://coderoge.t.me) on Telegram.

### View All Module Functions

```python
import Rajveer
print(dir(Rajveer))
```

## License

This project is licensed under the MIT License.
tiramisu 5.1.0
an options controller tool
Requires Python: >=3.8

![Logo Tiramisu](logo.png "logo Tiramisu")

An options controller tool
-------------------------------------

Due to more and more available options required to set up an operating system,
compiler options or whatever, it became quite annoying to hand the necessary
options to where they are actually used and even more annoying to add new
options. To circumvent these problems the configuration control was
introduced...

Tiramisu is an options handler and an options controller, wich aims at
producing flexible and fast options access.


[Documentations](doc/README.md)

# LICENSES

See [COPYING](COPYING) for the licences of the code and the documentation.

See [AUTHORS](AUTHORS) for the details about the tiramisu's team.
quasemrfscangui-tspspi 0.0.3
Simple GUI frontend for the QUASEM RF scans for realtime views
Requires Python: >=3.6

# Graphical user interface for realtime view of QUASEM RF scans

|     |     |
| --- | --- |
| ![](https://raw.githubusercontent.com/tspspi/quasemrfscangui/refs/heads/master/doc/screen001.png) | ![](https://raw.githubusercontent.com/tspspi/quasemrfscangui/refs/heads/master/doc/screen002.png) |

This is a very simple interface for the QUASEM RF scan run type
to visualize in realtime. It has been designed to allow for interactive
viewing of short scans as well as display of the last retained RF
scan so one can perform realtime adjustments on the setup.

It requires a running ```quakesrctrl``` control system instance attached
to the MQTT broker to fetch information and to perform control operations

## Installation

```
pip install --upgrade quasemrfscangui-tspspi
```

## Configuration file

An optional configuration file can be put into ```~/.config/quasemrfscangui.cfg```.
This file supplies MQTT broker configuration and default spans

```
{
	"broker" : {
		"broker" : "198.51.100.1",
		"user" : "exampleuser",
		"port" : 1883,
		"password" : "putyourbrokersecrethere",
		"basetopic" : "quasem/experiment"
	}
}
```
polars-splines 0.1.2
A polars expression plugin for splines
Requires Python: >=3.10
Keywords: splines, interpolation, polars

# polars-splines: An expression plugin for Polars

[![Documentation](https://img.shields.io/badge/Documentation-black?logo=readthedocs)](https://monochromatti.github.io/polars-splines/)

A simple [extension plugin](https://github.com/pola-rs/pyo3-polars) for [polars](https://github.com/pola-rs/polars) Python API that uses the Rust cargo [splines](https://crates.io/crates/splines) for spline interpolation.

## Installation
Install with `pip` or `uv` from [PyPI](https://pypi.org/project/polars-splines/), or build from source with [`maturin`](https://github.com/PyO3/maturin).

## Minimal example

```python
import polars as pl
import polars_splines # Adds `spl` to expression namespace

df = pl.DataFrame({"x": [0, 1, 2], "y": [3, 1, 5]})

xi = pl.Series("xi", [0, 0.5, 1.7])

dfi = df.select(
    pl.struct("x", "y").spl.interpolate(xi).alias("yi")
)
```
DENO-DOWNLOAD 0.2.0
Thư Viện Về API Download Media
Keywords: Facebook video download, Youtube video download, Tiktok video download, API video download, DENO_DOWNLOAD, DENO


# Download Video API Python

## Authors



- [@Deno9099 - Nguyễn Văn Vinh](https://pypi.org/user/deno9099/)

## Cách Cài

cài package với pip hoặc pip3



```python

    pip install DENO-DOWNLOAD

    pip3 install DENO-DOWNLOAD

```



## Chức năng



- Dowload video Facebook(HD)

- Dowload video Youtube(HD)

- Dowload video Tiktok(HD)





## Cách sử dụng

Import thư viện



```python

  import DENO_DW

```



Hàm TIKTOK để tải video tiktok với 2 tham số url và namefile

+ url : link video muốn tải

+ namefile : tên file mà bạn muốn đặt (không cần .mp4)



```python

  DENO_DW.TIKTOK(url,namefile)

```



Hàm FACEBOOK để tải video facebook với 2 tham số url và namefile

+ url : link video muốn tải

+ namefile : tên file mà bạn muốn đặt (không cần .mp4)



```python

  DENO_DW.FACEBOOK(url,namefile)

```



Hàm YOUTUBE để tải video youtube với 2 tham số url và namefile

+ url : link video muốn tải

+ namefile : tên file mà bạn muốn đặt (không cần .mp4)



```python

  DENO_DW.YOUTUBE(url,namefile)

```

## VÍ DỤ



```python

import DENO_DW

DENO_DW.TIKTOK('https://www.tiktok.com/example','example')

```

Hoặc

```python

from DENO_DW import *

TIKTOK('https://www.tiktok.com/example','example')

```



## Lưu ý



+ #### Sử Dụng 1.1.1.1 để tải video mượt mà nhất mà không bị lỗi 

## UPDATE 0.2.0

+ #### Áp Sụng tự thay đổi dns về (8.8.8.8) của google để tải video





## Hỗ trợ



Vui lòng liên hệ qua email vinhytb3010@gmail.com hoặc hỗ trợ qua các nền tảng của tác giả trực thuộc.



## 🔗 Links

[![youtube](https://i.postimg.cc/7hk86jwX/images-removebg-preview.png)](https://www.youtube.com/@wne9838)