Metadata-Version: 2.1
Name: statespace
Version: 1.3.29
Summary: state-space distributions and decisions
Home-page: https://gitlab.com/noahhsmith/statespace
Author: noah smith
Author-email: noahhsmith@gmail.com
License: UNKNOWN
Description: <img src="https://gitlab.com/noahhsmith/statespace/raw/master/docs/images/pf2-small.png"/>
        
        [![pipeline](https://gitlab.com/noahhsmith/starid/badges/master/pipeline.svg)](https://gitlab.com/noahhsmith/statespace/pipelines)
        [![pypi](https://img.shields.io/badge/pypi-latest-brightgreen.svg)](https://pypi.org/project/statespace/)
        [![blog](https://img.shields.io/badge/blog-latest-brightgreen.svg)](https://gitlab.com/noahhsmith/statespace/blob/master/docs/readme.md)
        [![references](https://img.shields.io/badge/references-latest-brightgreen.svg)](https://gitlab.com/noahhsmith/statespace/blob/master/docs/references.md)
        
        uncertainty and confidence, distributions, their evolution with time, noise, and observations, tracking and detection, decisions, risk and the cost of errors, model-based systems, sample-and-propagate, sequential monte-carlo, markov-chain monte-carlo
        
        [The Flaw of Averages: Why We Underestimate Risk in the Face of Uncertainty, Sam L. Savage](http://a.co/cDDBO9p)
        
        [Bayesian Signal Processing: Classical, Modern, and Particle Filtering Methods, James V. Candy](http://a.co/gp4upXd)
        
        [Kalman Filtering: Theory and Practice, Mohinder S. Grewal, Angus P. Andrews](http://a.co/6hAa35c)
        
        [Forecasting, Structural Time Series Models and the Kalman Filter, Andrew C. Harvey](https://www.amazon.com/gp/product/B00HWWPIGA?pf_rd_p=1581d9f4-062f-453c-b69e-0f3e00ba2652&pf_rd_r=PHQ557DVZPMHWD1HKHTN)
        
        current focus is automated build-test-deploy to kubernetes-engine using cloud-source and cloud-build along the way.
        
        automated build-test-deploy to [pypi](https://pypi.org/project/statespace) is mostly a placeholder, ubuntu clone-install-develop of gitlab [repo](https://gitlab.com/noahhsmith/statespace) is assumed for now.
        
            sudo apt-get -qq update -qy
            sudo apt-get -qq install -y python3.6 python3-venv python3-pip
            git clone git@gitlab.com:noahhsmith/statespace.git statespace
            cd statespace
            python3 -m venv venv
            . venv/bin/activate
            python3 setup.py develop
            pytest
            python3 statespace --demo
        
        cloud stuff
        
            gcloud auth login
            gcloud projects list
            source cloud.env
            gcloud config set project statespace-233406
            gcloud beta container --project $PROJECT clusters create $CLUSTER --zone $ZONE
            kubectl create -f services.yaml
            kubectl create -f ingress.yaml && kubectl create -f deployments.yaml && kubectl create -f secrets.yaml
            
            
            
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
