semvec/pypi-packages huggingface dataset:
mc-uncertainty 0.1.3
Calculate uncertainty measures from Monte Carlo sampled model outputs.
License: MIT

# MC Uncertainty

Uncertainty estimation functions for use with Monte Carlo sampled model outputs.

## Installation

`pip install mc-uncertainty`

## Usage

```python
import mc_uncertainty as mcu

# All functions accept data with shape (mc_samples, n, classes)
data = np.array(...

# Variance
print(mcu.variance(data).shape)  # [n, classes]

# Entropy
print(mcu.entropy(data).shape)  # [mc_samples, n]

# Predicted entropy
print(mcu.predicted_entropy(data).shape)  # [n,]

# Mutual information
print(mcu.mutual_information(data).shape)  # [n,]
```
cronredux 3.0.1
A reimagined cron executor
License: MIT

cronredux
========
A revisit of cron service using more modern interaction patterns.


About
--------
* Command line friendly
* Does not use mail protocols
* Does not use syslog
* Slack notifications
* Concurrency control
  * You can schedule the number of jobs to run concurrently
  * Overlap of tasks can be enabled or disabled depending on your use cases.


Requirements
--------
* `asyncio` Python Library
* `shellish` Python Library
* `crontab` Python Library


Installation
--------
    python3 ./setup.py build
    python3 ./setup.py install


Compatibility
--------
* Python 3.4+


TODO
--------
Web server for `/health` endpoint and status info.