5 KiB
5 KiB
Chronos Installation
OS and Python version requirement
.. note::
**Supported OS**:
Chronos is thoroughly tested on Ubuntu (16.04/18.04/20.04), and should works fine on CentOS. If you are a Windows user, the most convenient way to use Chronos on a windows laptop might be using WSL2, you may refer to https://docs.microsoft.com/en-us/windows/wsl/setup/environment or just install a ubuntu virtual machine.
.. note::
**Supported Python Version**:
Chronos only supports Python 3.7.2 ~ latest 3.7.x. We are validating more Python versions.
Install using Conda
We recommend using conda to manage the Chronos python environment. For more information about Conda, refer to here. Select your preferences in the panel below to find the proper install command. Then run the install command as the example shown below.
.. raw:: html
<link rel="stylesheet" type="text/css" href="../../../_static/css/chronos_installation_guide.css" />
<div class="displayed">
<table id="table-1">
<tbody>
<tr class="taller_tr">
<td colspan="1">Functionality</td>
<td colspan="1"><button id="Forecasting">Forecasting</button></td>
<td colspan="2"><button id="Anomaly" style="font-size: 15px">Anomaly Detection</button></td>
<td colspan="1"><button id="Simulation">Simulation</button></td>
</tr>
<tr id="model" class="taller_tr">
<td colspan="1">Model</td>
<td colspan="1"><button id="Deep_learning_models" style="font-size: 13px;">Deep learning models</button></td>
<td colspan="2"><button id="Prophet">Prophet</button></td>
<td colspan="1"><button id="ARIMA">ARIMA</button></td>
</tr>
<tr>
<td colspan="1">DL framework</td>
<td colspan="2"><button id="pytorch"
title="Use PyTorch as deep learning models' backend. Most of the model support and works better under PyTorch.">PyTorch (Recommended)</button>
</td>
<td colspan="2"><button id="tensorflow"
title="Use Tensorflow as deep learning models' backend.">Tensorflow</button></td>
</tr>
<tr>
<td colspan="1">OS</td>
<td colspan="2"><button id="linux" title="Ubuntu/CentOS is recommended">Linux</button></td>
<td colspan="2"><button id="win" title="WSL is needed for Windows users">Windows</button></td>
</tr>
<tr>
<td colspan="1">Auto Tuning</td>
<td colspan="2" title="I don't need any hyperparameter auto tuning feature."><button
id="automlno">No</button></td>
<td colspan="2" title="I need chronos to help me tune the hyperparameters."><button
id="automlyes">Yes</button></td>
</tr>
<tr>
<td colspan="1">Hardware</td>
<td colspan="2"><button id="singlenode" title="For users use laptop/single node server.">Single
node</button></td>
<td colspan="2"><button id="cluster" title="For users use K8S/Yarn Cluster.">Cluster</button></td>
</tr>
<tr>
<td colspan="1">Package</td>
<td colspan="2"><button id="pypi" title="For users use pip to install chronos.">Pip</button></td>
<td colspan="2"><button id="docker" title="For users use docker image.">Docker</button></td>
</tr>
<tr>
<td colspan="1">Version</td>
<td colspan="2"><button id="nightly"
title="For users would like to try chronos's latest feature">Nightly (2.2.0b)</button>
</td>
<td colspan="2"><button id="stable"
title="For users would like to deploy chronos in their production">Stable (2.1.0)</button></td>
</tr>
<tr class="taller_tr">
<td colspan="1">Install CMD</td>
<td colspan="4" id="cmd">NA</td>
</tr>
</tbody>
</table>
</div>
<script src="../../../_static/js/chronos_installation_guide.js"></script>
# create a conda environment for chronos
conda create -n my_env python=3.7 setuptools=58.0.4
conda activate my_env
# select your preference in above panel to find the proper command to replace the below command, e.g.
pip install --pre --upgrade bigdl-chronos[pytorch]
# init bigdl-nano to enable local accelerations
source bigdl-nano-init # accelerate the conda env