semvec/pypi-packages huggingface dataset:
rectvision 3.0.73
A low-code tool to help create your own AI
Requires Python: >=3.6
Keywords: python,NLP,computer vision,deep learning,AI

# rectvision

![image](img/rectvision.png)

RectVision is a No code / Low code AI platform that helps users to build end to end computer vision/ NLP projects, from data to production.

## Installation
Rectvision supports an installation of Python 3.6 and above. It is available on Windows, MacOS and Linux Systems.

### pip (Recommended)
To install the current `rectvision` you'll need at least Python 3.6.1. If you have an older version of Python, you will not be able to use `rectvision`.

```shell
$ pip install --upgrade rectvision
```

Alternatively, you may download the wheels from [PyPi](https://pypi.org/project/rectvision/#files)


## Guide

```
visit: https://docs.rectvision.com/docs/intro
```
tinycta 0.5.0
...
Requires Python: >=3.9.0,<3.12

# TinyCTA

[![PyPI version](https://badge.fury.io/py/tinycta.svg)](https://badge.fury.io/py/tinycta)
[![Apache 2.0 License](https://img.shields.io/badge/License-APACHEv2-brightgreen.svg)](https://github.com/tschm/tinycta/blob/master/LICENSE)
[![PyPI download month](https://img.shields.io/pypi/dm/tinycta.svg)](https://pypi.python.org/pypi/tinycta/)
[![Coverage Status](https://coveralls.io/repos/github/tschm/tinycta/badge.png?branch=main)](https://coveralls.io/github/tschm/tinycta?branch=main)

Underlying package for the 10-line cta
metrics-logger 0.1.0
Standardized logging for metrics capture for applications with requirements.
Requires Python: >=3.9

> # STScI Metrics Logger


[![CI](https://github.com/spacetelescope/metrics_logger/actions/workflows/metrics_logger_ci.yml/badge.svg)](https://github.com/spacetelescope/metrics_logger/actions/workflows/metrics_logger_ci.yml)
[![Powered by STScI Badge](https://img.shields.io/badge/powered%20by-STScI-blue.svg?colorA=707170&colorB=3e8ddd&style=flat)](http://www.stsci.edu)
[![codecov](https://codecov.io/gh/spacetelescope/metrics_logger/graph/badge.svg?token=hGkFbpjWBk)](https://codecov.io/gh/spacetelescope/metrics_logger)

The metrics logger is a simple decorator intended to provide standardized logging for annotated pytest methods with tags to identify associated build requirements. As this is a generic utility, any method can be decorated and any type of tagging can be provided.

Log messages will follow a format that will provide:

- METRIC - A static tag that will mark the beginning of the message.
- Tags - A comma delimited list of the provided tags to the decorator.
- Method - The decorated method name.
- Result - FAIL if the method raises an exception and PASS otherwise.

The above will be delimited with a spaced hyphen: ` - `

> **Note**\
> Hyphens in the provided tags are supported.

## Installation

The metrics_logger utility is not currently available in PyPi. To include it in a Conda environment, you can refer to it directly in your conda environment file in the pip section as follows:

```yml
dependencies:
  - pip
  - pip:
    metrics_logger https://github.com/spacetelescope/romancal.git
```

## Development

metrics_logger development can be done with Conda.

### Create and activate the environment
```
$ conda env create --file conda-env.yml
$ conda activate metrics-logger
```

### Update the requirements
```
$ conda activate metrics-logger
$ conda env update --file conda-env.yml
```

## Usage

Import the metrics_logger utility and insert it above the method to be annotated providing a list of tags as arguments. Each time the method is invoked, it will result in a log line being emitted to a logger named "metrics_logger".

Example:
```python
from metrics_logger.decorators import metrics_logger

@metrics_logger('DMS86', 'DMS-129')
def test_some_functional_thing():
    assert True
```

Will result in the following log line (depending on log format):
```text
2023-06-14 16:09:28,947 - stpipe - INFO - DMS86, DMS129 - test_some_functional_thing - PASS
```

Similarly:
```python
@metrics_logger('DMS86', 'DMS-129')
def test_some_functional_thing():
    raise Exception("Oops!")
```

Will result in:
```text
2023-06-14 16:10:09,221 - stpipe - INFO - DMS86, DMS129 - test_some_functional_thing - FAIL
```