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Merge pull request #24 from LewisLabUCSD/simulation_growth_rate
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Simulation growth rate
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isshamie authored Oct 27, 2020
2 parents 7319318 + e5d8aac commit 7df8953
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1 change: 1 addition & 0 deletions .gitignore
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Expand Up @@ -82,6 +82,7 @@ target/
# exclude data from source control by default
/data/
data
data/
# Mac OS-specific storage files
.DS_Store

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@@ -1,10 +1,13 @@
# One set of parameters for simulating cells and their lineages
local_outdir: 'simulation'
prefix: 'simple'
#local_outdir: 'simulation'
prefix: 'sweep_v01'

num_iterations: 100
num_cells: 10000
num_mt_positions: 10

cpus: 36

initialize:
coverage:
type: 'constant' # {'poisson', 'constant', 'growth'}
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15 changes: 15 additions & 0 deletions Analysis/simulations/binomial_growth/parameters/sweep_v01.yaml
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# One set of parameters for simulating cells and their lineages
outdir: 'results'
prefix: 'sweep_v01'
data_outdir: 'data/out'
#num_iterations: 100
#num_cells: 10000
#num_mt_positions: 10
cpus: 36

grid:
cov_constant: [5, 10, 50, 100]
dominant_clone_sizes: [0.02,0.1,0.2, 0.4]
dominant_het: [0.02, 0.2, 0.5, 0.8]
dominant_growth: [0.1, 0.5, 0.8]
het_err_rate: [0.05, 0.15]
101 changes: 101 additions & 0 deletions Analysis/simulations/binomial_growth/results/0.before_after.tsv
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3 changes: 3 additions & 0 deletions Analysis/simulations/binomial_growth/results/0.metrics.tsv
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Precision 0.018527408003428943 0.01653002515769531 0.019094637170015902 0.018199307888534185 0.01819155530200554 0.01896134500562538 0.017619657318190676 0.01833408311151479 0.016065456790086752 0.017383118115291585 0.017740581437120186 0.01575176811990491 0.017152158307344394 0.01991669563336525 0.019344142722199933 0.017210686357407155 0.01675838332924371 0.01590293593178758 0.018547567113683886 0.01863077681137966 0.019667387503894768 0.014865563691384514 0.015530686835364295 0.0199376146664293 0.017817567789097797 0.017566989458920653 0.01815847776046762 0.018799478147738524 0.02026701660298504 0.016056764844133903 0.01815963049232899 0.01936317012812521 0.01763691632343531 0.018355328219565387 0.020176071844049445 0.016813063029385105 0.01838511108022077 0.01868121259833419 0.013919738404414838 0.016003963139678775 0.016922721305702108 0.01590303921039196 0.018822739633232125 0.018186482601543215 0.015424558044818897 0.01609654509310918 0.017452447229611673 0.01581834539207803 0.018897408610923754 0.019651591937132968 0.017315123095611208 0.019000968171476396 0.0182669819209044 0.01673144912937058 0.015134136570293378 0.018327516189052803 0.018539889740741663 0.017497016612300624 0.01629801512110323 0.016437460375281793 0.01692916838181492 0.019463395533635627 0.01896195953091781 0.017597624462101148 0.017453218479922275 0.015081590009805412 0.017674531555306447 0.017226870152904108 0.016597753930097933 0.016307203354815697 0.019227273391983907 0.01774068753824219 0.017350803556454776 0.018549398769397426 0.018243901200774893 0.018230618672602263 0.018924456267175843 0.017871817609713424 0.0175774794166614 0.01655006311745274 0.02090277047393086 0.018762823478445476 0.01813744974908946 0.019343858181452143 0.017080949235928986 0.018389396146258976 0.016676360619419316 0.018505332616492443 0.016981855340554585 0.017395435788122523 0.018614734837931544 0.018378768905019088 0.017484793086561992 0.017357097827048147 0.01824964869355767 0.014773224700107088 0.018534683451375104 0.020041297049642488 0.019054085903246393 0.017872730284775793
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101 changes: 101 additions & 0 deletions Analysis/simulations/binomial_growth/results/1.before_after.tsv
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3 changes: 3 additions & 0 deletions Analysis/simulations/binomial_growth/results/1.metrics.tsv
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0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99
Precision 0.017774874620052016 0.014439277044265243 0.016285105329129374 0.018680593315441734 0.014181174601065728 0.014784356044203808 0.016713407620360846 0.01559607945672057 0.01785893123423735 0.016574756116380075 0.01611045181131616 0.015893128501414392 0.01696836864712912 0.014923884035382654 0.01659015452750959 0.015857547883730328 0.01651226672756088 0.015450618518383035 0.015296715468619888 0.0152906919664126 0.014700156805128197 0.014287955149275184 0.016855043238467166 0.014150818467953295 0.018040592168374926 0.01527547609796931 0.017936600986377324 0.01651443110040077 0.01550654999253032 0.015068878121633546 0.016229833154320368 0.015226415874142406 0.015596920303654147 0.014108307181461895 0.01533133605547797 0.014519466428029686 0.014299643880858885 0.015838565505176018 0.014786491581095323 0.01737477899024523 0.014598639073107931 0.01680893340883484 0.016504240128026374 0.017098408633767107 0.015269016212994455 0.015775259355462954 0.015225917276400802 0.01459684302972116 0.016565912259415328 0.015682885781993908 0.014040387946516263 0.015078410440493751 0.015640583835454625 0.013716253123715938 0.016319669224815037 0.015338449556692045 0.01552473593614538 0.014206018633619215 0.014119466599599619 0.015576418710519815 0.016727837160835823 0.01562586022399158 0.015091982585416847 0.01650047312660928 0.017181383350535023 0.015570837077891603 0.016922926958053263 0.014725893370847773 0.017291555381095322 0.013920673860825366 0.016502560607219142 0.015498987445507834 0.016292641152336307 0.01430755888115873 0.015652411086658116 0.014864879533943078 0.014818405412214393 0.0160012408968202 0.017750197888304644 0.0165390759336691 0.013932760911971983 0.015711596104657742 0.015882759115245126 0.016136468941288448 0.015404134686083242 0.015711948119778767 0.015613680984043199 0.016075778282823142 0.013973919545389882 0.01675430288904257 0.017355365018125755 0.01639933685957738 0.017812960358240457 0.016022784595095256 0.01615371491919955 0.015323579539813677 0.014911194161899495 0.013584797163414986 0.013587829534714027 0.015469922752721074
Dropout 0.0141 0.0121 0.013 0.0145 0.01115 0.0122 0.0135 0.0127 0.01435 0.01315 0.01315 0.0125 0.0135 0.01185 0.0135 0.01275 0.013 0.0124 0.01245 0.0125 0.01185 0.01165 0.01375 0.01165 0.01435 0.0129 0.01475 0.0138 0.01225 0.0115 0.01275 0.0122 0.01295 0.0111 0.0129 0.0123 0.01195 0.0134 0.0125 0.0147 0.01165 0.01355 0.013 0.01375 0.0122 0.01285 0.0124 0.0117 0.01335 0.01285 0.0116 0.01255 0.01215 0.0111 0.0134 0.01135 0.0125 0.0115 0.0119 0.0126 0.01325 0.0124 0.0127 0.0137 0.0141 0.0127 0.01335 0.01165 0.01455 0.01115 0.01325 0.0125 0.0132 0.0115 0.0124 0.01255 0.01125 0.0131 0.0149 0.0137 0.01185 0.0125 0.01245 0.0134 0.01275 0.0127 0.01275 0.0131 0.0114 0.01335 0.0145 0.01355 0.0144 0.0128 0.0128 0.0117 0.01235 0.01085 0.0113 0.0124
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101 changes: 101 additions & 0 deletions Analysis/simulations/binomial_growth/results/100.before_after.tsv
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3 changes: 3 additions & 0 deletions Analysis/simulations/binomial_growth/results/100.metrics.tsv
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0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99
Precision 0.9053343152768173 0.9058330461878304 0.9232589573551012 0.916482412352132 0.8971464745345369 0.8699916326185805 0.9132069362411877 0.9001989732490203 0.8904501689529695 0.8812029948889961 0.9234369683470863 0.9160964691820674 0.9122718701132659 0.9102441613783896 0.8835110175309542 0.8831280527149521 0.8866577383231028 0.891969255307803 0.8877470598442474 0.8990381930359846 0.8933192389598298 0.8768552533772952 0.9066505181918149 0.8854333213015398 0.9318776312586093 0.874846955609239 0.9227351883130221 0.9024621355233058 0.9080307926274411 0.9207186975839388 0.903539853184143 0.9096547777616428 0.8625850018400312 0.9211102564717877 0.9369588117364431 0.9127973246989262 0.8718353230699721 0.8963523962920568 0.9274497967752864 0.8971131064258279 0.8874078897633767 0.9221893913077865 0.89038083308393 0.9196363201183576 0.8990139984444427 0.8925961839258993 0.8924299531450274 0.8988605344662638 0.9105766187448416 0.9107945910458832 0.9010096345773427 0.9012813866460151 0.9201340789163046 0.8888592390672232 0.9047398844789604 0.9168057064175388 0.9221005357113179 0.9151911958765684 0.8988058898486487 0.8930237042496367 0.8912124008038032 0.9066449140308311 0.8741331201918078 0.8746660118459745 0.9215318136425799 0.9197635523892517 0.9553123158138869 0.911785881033049 0.8970396394503338 0.9170653893736757 0.8946395989820531 0.9177375414554036 0.9027090581406318 0.9057789168045044 0.9045839399799852 0.8895726158777356 0.928415227013113 0.9267345262030126 0.9291908063931112 0.9094367867188001 0.8552762800101579 0.9306725156004713 0.9150032186894909 0.8780914315198273 0.8957532140783929 0.9127513046117037 0.9191691128298592 0.8957086746955916 0.9282106647790493 0.9161330660678371 0.9010035670959031 0.8752031800859229 0.9162085415310172 0.9007077347972232 0.9150838743097466 0.9168824549047767 0.9035673797735703 0.9004088940866354 0.9072233382075773 0.8925732018237296
Dropout 5e-05 0.0 0.0 0.0 0.0 0.0001 0.0 0.0 0.0 0.0 0.0 5e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001 0.0 0.0 5e-05 0.0 0.0 0.0 0.0 0.0 0.0 5e-05 5e-05 0.0 0.0 0.0 0.0 0.0 5e-05 0.0001 0.0 0.0 0.0 0.0 0.0 5e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5e-05 0.0 0.0 0.0 0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0
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