report outline, added state transitions to constants
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aj
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.vscode/settings.json
vendored
4
.vscode/settings.json
vendored
@ -1,3 +1,5 @@
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{
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"python.pythonPath": "venv/bin/python"
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"python.pythonPath": "venv/bin/python",
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"python.linting.pylintEnabled": true,
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"python.linting.enabled": true
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}
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11
constants.py
11
constants.py
@ -1,7 +1,8 @@
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from dataclasses import dataclass
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import numpy as np
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@dataclass(frozen=True)
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@dataclass(frozen=True) # implements constructor among other boilerplate
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class State:
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mean: float
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variance: float
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@ -14,3 +15,11 @@ state1 = State(1, 1.44, 0.44, 0.02)
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state2 = State(4, 0.49, 0.56, 0.03)
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observations = [3.8, 4.2, 3.4, -0.4, 1.9, 3.0, 1.6, 1.9, 5.0]
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a_matrix = np.array([[0.92, 0.06],
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[0.04, 0.93]])
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state_transition = np.array([[0, 0.44, 0.56, 0],
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[0, 0.92, 0.06, 0.02],
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[0, 0.04, 0.93, 0.03],
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[0, 0, 0, 0]])
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@ -9,6 +9,12 @@
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\def\changemargin#1#2{\list{}{\rightmargin#2\leftmargin#1}\item[]}
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\let\endchangemargin=\endlist
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\pagenumbering{roman}
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\usepackage{color}
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\definecolor{commentgreen}{RGB}{0,94,11}
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\definecolor{darkblue}{rgb}{0,0,0.75}
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\definecolor{darkred}{rgb}{0.6,0,0}
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\end_preamble
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\use_default_options true
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\begin_modules
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@ -39,13 +45,13 @@ figs-within-sections
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\output_sync 0
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\bibtex_command biber
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\index_command default
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\paperfontsize 11
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\paperfontsize default
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\spacing onehalf
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\use_hyperref true
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\pdf_title "Multi-Source Holoportation with LiveScan3D"
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\pdf_title "Hidden Markov Models"
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\pdf_author "Andy Pack"
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\pdf_subject "Undergraduate dissertation outlining developments made to extend the LiveScan3D suite to support streaming multiple scenes simultaneously"
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\pdf_keywords "LiveScan3D, Kinect, Holoportation, AR"
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\pdf_subject "EEEM030"
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\pdf_keywords "EEEM030"
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\pdf_bookmarks true
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\pdf_bookmarksnumbered false
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\pdf_bookmarksopen false
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@ -113,13 +119,32 @@ figs-within-sections
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\begin_layout Title
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\size giant
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Speech Recognition: Hidden Markov Models
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Hidden Markov Model Analysis
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\end_layout
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\begin_layout Author
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Andy Pack
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\end_layout
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\begin_layout Standard
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\begin_inset VSpace 15pheight%
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\end_inset
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\end_layout
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\begin_layout Standard
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\align center
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\begin_inset Graphics
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filename ../../../matlab/lpss/report/surrey.png
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lyxscale 15
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width 40col%
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\end_inset
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\end_layout
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\begin_layout Standard
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\begin_inset VSpace vfill
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\end_inset
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@ -130,6 +155,10 @@ Andy Pack
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\begin_layout Standard
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\noindent
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\align center
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EEEM030
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\begin_inset Newline newline
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\end_inset
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January 2021
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\size large
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@ -154,6 +183,10 @@ University of Surrey
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\end_layout
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\begin_layout Abstract
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abstract
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\end_layout
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\begin_layout Standard
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\begin_inset CommandInset toc
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LatexCommand tableofcontents
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@ -164,7 +197,7 @@ LatexCommand tableofcontents
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\end_layout
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\begin_layout Standard
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\begin_inset Newpage newpage
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\begin_inset Newpage pagebreak
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\end_inset
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@ -226,8 +259,24 @@ setcounter{page}{1}
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Introduction
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\end_layout
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\begin_layout Standard
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Intro
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\begin_layout Subsection
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Brief
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\end_layout
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\begin_layout Section
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Implementation
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\end_layout
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\begin_layout Section
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Results
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\end_layout
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\begin_layout Section
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Discussion
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\end_layout
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\begin_layout Section
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Conclusion
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\end_layout
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\begin_layout Standard
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@ -258,7 +307,22 @@ options "bibtotoc"
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\begin_layout Section
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\start_of_appendix
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appendix
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Intermediate Results
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\end_layout
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\begin_layout Section
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Source Code
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\end_layout
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\begin_layout Standard
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\begin_inset CommandInset include
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LatexCommand lstinputlisting
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filename "../constants.py"
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lstparams "language=Python,breaklines=true,frame=tb,otherkeywords={self},emph={State},emphstyle={\\ttb\\color{darkred}},basicstyle={\\ttfamily},commentstyle={\\color{commentgreen}\\itshape},keywordstyle={\\color{darkblue}},emphstyle={\\color{red}},stringstyle={\\color{red}},caption={Constants file defining state transition probabilities and PDFs},label={constants-listing}"
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\end_inset
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\end_layout
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\end_body
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BIN
report/surrey.png
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BIN
report/surrey.png
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Binary file not shown.
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After Width: | Height: | Size: 78 KiB |
@ -1,4 +1,5 @@
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argon2-cffi==20.1.0
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astroid==2.4.2
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async-generator==1.10
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attrs==20.3.0
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backcall==0.2.0
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@ -14,6 +15,7 @@ idna==2.10
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ipykernel==5.3.4
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ipython==7.19.0
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ipython-genutils==0.2.0
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isort==5.6.4
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jedi==0.17.2
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Jinja2==2.11.2
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json5==0.9.5
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@ -24,8 +26,10 @@ jupyterlab==2.2.9
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jupyterlab-pygments==0.1.2
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jupyterlab-server==1.2.0
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kiwisolver==1.3.1
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lazy-object-proxy==1.4.3
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MarkupSafe==1.1.1
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matplotlib==3.3.3
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mccabe==0.6.1
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mistune==0.8.4
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nbclient==0.5.1
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nbconvert==6.0.7
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@ -44,6 +48,7 @@ prompt-toolkit==3.0.8
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ptyprocess==0.6.0
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pycparser==2.20
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Pygments==2.7.3
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pylint==2.6.0
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pyparsing==2.4.7
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pyrsistent==0.17.3
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python-dateutil==2.8.1
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@ -53,8 +58,10 @@ Send2Trash==1.5.0
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six==1.15.0
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terminado==0.9.1
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testpath==0.4.4
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toml==0.10.2
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tornado==6.1
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traitlets==5.0.5
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urllib3==1.26.2
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wcwidth==0.2.5
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webencodings==0.5.1
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wrapt==1.12.1
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@ -12,29 +12,30 @@
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"1"
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"0.92"
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]
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},
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"metadata": {},
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"execution_count": 3
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"execution_count": 2
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}
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],
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"source": [
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"from constants import *\n",
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"\n",
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"state1.mean"
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"state1.mean\n",
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"state_transition[1,1]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 6,
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"metadata": {},
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"outputs": [],
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"source": []
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@ -56,7 +57,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.8.5-final"
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"version": "3.8.6-final"
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}
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},
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"nbformat": 4,
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