semvec/pypi-packages huggingface dataset:
cpvlib 0.1.5
CPV Systems modeling
Requires Python: >=3.6


`cpvlib` is an open source tool that provides a set of functions and classes 
for simulating the performance of concentrator photovoltaic (CPV) systems,
a specific type of photovoltiac systems composed of lenses and/or
mirrors that focus sunlight onto small cells. It makes special emphasys on
static micro CPV systems with internal tracking.

Documentation: http://cpvlib.readthedocs.io
Source code: https://github.com/isi-ies-group/cpvlib
ttml 1.0
Tensor train based machine learning estimator
Keywords: mathematics machine-learning tensors

# ttml
Tensor train based machine learning estimator.

Uses existing machine learning estimators to initialize a tensor train
decomposition on a particular feature space discretization. Then this tensor
train is further optimized with Riemannian conjugate gradient descent.

This library also implements much functionality related to tensor trains, and
Riemannian optimization of tensor trains. Finally there is some functionality
for turning decision trees and forests into CP/tensor trains.

# Installation

The `ttml` python package can be installed using `pip` by running
```
    pip install ttml
```
or by cloning this repository and running the following command in the root directory of this project:
```
    git clone git@github.com:RikVoorhaar/ttml.git
    pip install .
```

If you want to reproduce the experiments discussed in our paper, then first clone this repository. Then run the script `datasets/download_datasets.py` to download all relevant datasets from the [UCI Machine Learning Repository](https://archive.ics.uci.edu/ml/index.php). Then all figures and results can be reproduced by the scripts in the `notebooks` folder. To install all the dependencies for the scripts and tests, you can use the `conda` environment defined in `environment.yml`. 

# Documentation

The documentation for this project lives on [ttml.readthedocs.io](https://ttml.readthedocs.io/en/latest/).

# Credits
All code for this library has been written by [Rik
Voorhaar](https://www.rikvoorhaar.com/), in a joint project with [Bart
Vandereycken](https://www.unige.ch/math/vandereycken/). This has been performed
in the scope of a Swiss National Science Foundation grant.

This software is free to use and edit. When using this software for academic purposes, please cite the following preprint:
```
@article{
    title = {TTML: Tensor Trains for general supervised machine learning},
    journal = {arXiv:2202.XXXXX},
    author = {Vandereycken, Bart and Voorhaar, Rik},
    year = {2022}, 
}
```

All figures in the preprint have been produced using version 1.0 of this software.
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