semvec/pypi-packages huggingface dataset:
fullmonte 0.0.4
A monte carlo simulation for extrapolated returns.
License: MIT
Keywords: monte carlo

# fullmonte

<a href="https://pypi.org/project/fullmonte/">
    <img alt="PyPi" src="https://img.shields.io/pypi/v/fullmonte">
</a>

Monte Carlo simulations for extrapolated returns.

## Dependencies :globe_with_meridians:

Python 3.11.6:

- [numpy 1.25.2](https://numpy.org/)
- [pandas 2.0.3](https://pandas.pydata.org/)
- [matplotlib 3.8.3](https://matplotlib.org/)

## Raison D'être :thought_balloon:

fullmonte is a python library that implements the simulation and plotting of a monte carlo run on a financial return assuming normal distributions.

## Installation :inbox_tray:

This is a python package hosted on pypi, so to install simply run the following command:

`pip install fullmonte`

## Usage example :eyes:

A quick example of how to use this library is the following:

```python
from fullmonte import simulate, plot

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

# Create some test data with a $100,000 initial investment
pct_ret = np.random.uniform(-0.1, 0.1, 252 * 10)
ret = np.concatenate((np.array([100000.0]), pct_ret + 1.0)).cumprod()
# Simulate monte carlo
df = simulate(pd.Series(ret))
print(df)
# Plot the monte carlo simulations
plot(df)
plt.show()
```

This will produce the following:

![Monte Carlo](mc.png "Monte Carlo")

## License :memo:

The project is available under the [MIT License](LICENSE).
sqlalchemy_uow 1.0.1
Unit of Work for SQLAlchemy project
License: MIT
Requires Python: <4.0,>=3.11

# sqlalchemy-uow

Unit of Work for SQLAlchemy project

______________________________________________________________________
[![PyPI Status](https://badge.fury.io/py/sqlalchemy_uow.svg)](https://pypi.org/project/sqlalchemy_uow/)
[![Documentation](https://img.shields.io/badge/docs-passing-green)](https://barbara73.github.io/sqlalchemy_uow/sqlalchemy_uow.html)
[![License](https://img.shields.io/github/license/barbara73/sqlalchemy_uow)](https://github.com/barbara73/sqlalchemy_uow/blob/main/LICENSE)
[![LastCommit](https://img.shields.io/github/last-commit/barbara73/sqlalchemy_uow)](https://github.com/barbara73/sqlalchemy_uow/commits/main)
[![Code Coverage](https://img.shields.io/badge/Coverage-0%25-red.svg)](https://github.com/barbara73/sqlalchemy_uow/tree/main/tests)
[![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-2.0-4baaaa.svg)](https://github.com/barbara73/sqlalchemy_uow/blob/main/CODE_OF_CONDUCT.md)


Developers:

- Barbara Jesacher (barbarajesacher@icloud.com)


## Setup

### Set up the environment

1. Run `make install`, which installs Poetry (if it isn't already installed), sets up a virtual environment and all Python dependencies therein.
2. Run `source .venv/bin/activate` to activate the virtual environment.

### Install new packages

To install new PyPI packages, run:

```
$ poetry add <package-name>
```

### Auto-generate API documentation

To auto-generate API document for your project, run:

```
$ make docs
```

To view the documentation, run:

```
$ make view-docs
```

## Tools used in this project
* [Poetry](https://towardsdatascience.com/how-to-effortlessly-publish-your-python-package-to-pypi-using-poetry-44b305362f9f): Dependency management
* [hydra](https://hydra.cc/): Manage configuration files
* [pre-commit plugins](https://pre-commit.com/): Automate code reviewing formatting
* [pdoc](https://github.com/pdoc3/pdoc): Automatically create an API documentation for your project

## Project structure
```
.
├── .flake8
├── .github
│   └── workflows
│       ├── ci.yaml
│       └── docs.yaml
├── .gitignore
├── .pre-commit-config.yaml
├── CHANGELOG.md
├── CODE_OF_CONDUCT.md
├── CONTRIBUTING.md
├── LICENSE
├── README.md
├── config
│   ├── __init__.py
│   └── config.yaml
├── data
├── makefile
├── models
├── notebooks
├── poetry.toml
├── pyproject.toml
├── src
│   ├── scripts
│   │   ├── fix_dot_env_file.py
│   │   └── versioning.py
│   └── sqlalchemy_uow
│       └── __init__.py
└── tests
    └── __init__.py
```
ifedit 0.1
A utility to manage contents of ifupdown configuration files.
License: MIT
Requires Python: >=3.7
Keywords: ifedit, ifupdown, network, configuration

# ifedit Utility

`ifedit` is a Python utility designed to manage and manipulate network interface configurations using the ifupdown file structure on debian-based systems.

## Installation

Install `ifedit` using pip:

```bash
pip3 install ifedit
```

The MIT License (MIT)

Copyright (c) [2024] Fedor Zhukov

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.