semvec/pypi-packages huggingface dataset:
smartML 0.1.10
An ML library for various tasks!
Requires Python: >=3.6

# SmartML: Revolutionizing Machine Learning Workflows ğŸš€

Welcome to **SmartML**, the ultimate Python library designed to simplify and accelerate your machine learning projects. Whether you're a beginner exploring ML or an expert seeking efficiency, SmartML empowers you to build, evaluate, and optimize models seamlessly.

---

## Features  

- **Data Preprocessing**: Handle missing values, normalize datasets, encode categorical variables, and more with a single function call.  
- **Model Building**: Create powerful machine learning models using built-in support for popular algorithms like Random Forest, XGBoost, and SVM.  
- **Evaluation Suite**: Comprehensive evaluation metrics and visualizations to understand and refine your model's performance.  
- **Scalable Workflows**: Streamlined APIs to quickly transition from prototyping to production.  

---

## Installation  

Install SmartML effortlessly with pip:  

```bash
pip install smartml
```

## How to Use
```py
from smartML.algorithm.tree_algorithm import DecisionTree

tree = DecisionTree()
```
This simple workflow will help you get started with data preprocessing, model training, evaluation, and result visualization in no time.

## Contribution
We welcome contributions from the community! Here's how you can get involved:

Fork the repository.
Create a feature branch for your work.
Submit a pull request.

## License
This project is licensed under the MIT License. You are free to use, modify, and distribute this library.

## Feedback and Support
Have any questions, suggestions, or feature requests?

Open an issue on GitHub.
Reach out to us directly via email or discussion forums.
pystaad 0.1.0
A Python package to simplify STAAD.Pro automation
Requires Python: >=3.7

# Pystaad

Pystaad is a Python package that leverages the OpenSTAAD API to automate STAAD.Pro operations. It enhances the capabilities of STAAD.Pro by adding advanced tools and inbuilt features to streamline structural analysis tasks.

---

## Features

- **Automates STAAD.Pro operations** using the OpenSTAAD API.
- Includes inbuilt tools for:
  - Generating and applying loads.
  - Modeling tapered sections.
  - Analyzing structures programmatically.
- Simplifies interaction with STAAD.Pro using Python.
- Extends the functionality of OpenSTAAD with advanced features.

---

## Installation

Install the package using `pip`:

```bash
pip install pystaad
inspectortodo 1.1.0
InspectorTodo is a Python tool to track the status of todos in a software project, assuming that the project uses an issue tracker, e.g. JIRA.
Requires Python: >=3.6

### About

InspectorTodo is a Python tool to track the status of todos in a software project, assuming that the project uses an 
issue tracker, e.g. JIRA. In its simplest form it searches for all occurrences of the string TODO and checks whether it 
is followed by an issue reference that is conform to a given regular expression.

Install and update using pip:

    pip install inspectortodo

Then you can run InspectorTodo from the command line,

    inspectortodo --help

or invoke its API from your Python code (see example below).

If you installed it in a virtualenv (which is recommended), then you always have to activate the virtualenv first.

### Example

The source code of InspectorTodo contains a small example project which can be parsed with the command (assuming you
are at project root of InspectorTodo)

    inspectortodo ./tests/inspectortodo/project_for_testing "IT-\d+" --version-pattern "Release-\d+" --version 2 --versions 1,2,3

Equivalent example in Python:

```python
import inspectortodo

# The inspect() function takes the same arguments as the CLI
inspectortodo.inspect(root_dir="./tests/inspectortodo/project_for_testing", issue_pattern="IT-\d+", version_pattern="Release-\d+", version="2", versions="1,2,3")
```


### Traversing the folder tree

InspectorTodo currently features two ways of traversing the folder tree of your project: iterating over all files on 
OS level or iterating over all files under git control. The latter is used when the folder passed to InspectorTodo as 
root dir is a git root.

### Config file

To use advanced features you can use a config file by passing a file path via the --configfile option. If the file does 
not exist a default config is created which you can adapt afterwards.

If issues are tracked in an issue tracker like JIRA, InspectorTodo can validate whether issues that are referenced in a 
todo are in an allowed status.

#### JIRA server

Connection settings for a JIRA server.

### Issue filter

A filter (currently tailored to Jira) that will only mark todos as invalid, if a field with name `filter_key` is present
and has at least one of `filter_values` values as its entry. Can be used, _e.g._ to show only todos pointing to issues
belonging to certain teams (_e.g._ on branches).

#### Statuses

A list of allowed statuses in the issue tracker, like "Backlog" or "Todo".

#### Files

If there are files in the project that should not be parsed (e.g. because they belong to another project), you can 
configure a list of ignored paths here, relative to the project root. Compare the entries from the example config for
details.

### Copyright & License

InspectorTodo was conceived, written and executed by [Martin Fink](https://github.com/martin1fink),
[Kai Helbig](https://github.com/ostrya) and [Wolfgang M&uuml;nder](https://github.com/wolfgangmuender).

Licensed under the Apache License, Version 2.0 - see [LICENSE.md](LICENSE.md) in project root directory.