semvec/pypi-packages huggingface dataset:
latent-space-viz 0.0.1
A tool for visualizing latent spaces.
Requires Python: >=3.7

# LatentSpaceVisualizer

The Latent Space Visualizer is an interactive Python notebook that visualizes the latent space of an image dataset. The dataset contains a collection of latent variables that describes a set of labeled images. 

Two variables of the latent space are displayed in a 2D scatter plot. When the mouse is positioned near a point in the scatter plot, the image corresponding to that point is displayed to the side.

<img src="figures/Figure1.png" />

## Getting started

Clone this repository.

```bash
git clone https://github.com/compSPI/LatentSpaceVisualizer.git
```

Change the current working directory to the root of this repository.

```bash
cd LatentSpaceVisualizer
```

Download from the Anaconda Cloud and install the Python environment that has the dependencies required to run the code.

```bash
conda env create compSPI/compSPI
```

Activate the environment.

```bash
conda activate compSPI
```

Install the kernel.

```bash
python -m ipykernel install --user --name compSPI --display-name "Python (compSPI)"
```

Exit the environment.

```bash
conda deactivate
```

## Running the notebook

Run jupyter notebook.

```bash
jupyter notebook 
```

Open the tutorial notebook ```latent_space_visualizer.ipynb```.

Change the Python kernel to ```compSPI```.

Set ```dataset_file``` to an HDF5 file containing the dataset.

```python
dataset_file = '../data/cspi_synthetic_dataset_diffraction_patterns_1024x1040.hdf5'
```

Run the notebook.

## Installation

The project package can be installed by running the following command.

```bash
python setup.py install
```

## Code structure

The relevant files and folders in this repository are described below:

- ```README.md```: Highlights the usefulness of the Latent Space Visualizer. 

- ```latent_space_visualizer.ipynb```:  Provides a tutorial notebook for using the Latent Space Visualizer.

- ```latent_space_visualizer/```: Contains the Python file required to run the notebook.
abxy 2.3.3
Abxy is a third party library for the package named inkster.
Requires Python: >=3.8
Keywords: abxyplayz

# Welcome to Abxy!
Abxy is a third party library for the package named [inkster](https://pypi.org/project/inkster/). Abxy is a chatbot package with random interpreters such as ChatPreter the chatbot interpreter.

## Installation

To install abxy just run this in a command prompt:

```bash
pip install abxy
```

## Getting Started

If you would like to use abxy just do this:

Abxy's interpreters starts up from `from (some import) import (some import)`.

Here is a example of running a interpreter:
```python
from abxy import chatpreter
```
As soon as you run your file it will run the interpreter right away!

If you would like to see all interpreters available just do this in your file:
```python
from abxy import help
```
And once you run the file it should print out all interpreters available in your console!

If you would like to run the chatbot just do this in your file:

```python
from abxy import chatbot 
```
And once you run the file it should startup the chatbot!

## Links & Contacts

- Discord Server: `https://discord.gg/HUFtMsz`

## License

Copyright 2020 AbxyPlayz

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.