pytorch / botorch
File Size

The distribution of size of files (measured in lines of code).

Intro
  • File size measurements show the distribution of size of files.
  • Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
  • It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.
Learn more...
File Size Overall
  • There are 144 files with 21,923 lines of code.
    • 0 very long files (0 lines of code)
    • 7 long files (4,108 lines of code)
    • 32 medium size files (10,115 lines of codeclsfd_ftr_w_mp_ins)
    • 26 small files (3,752 lines of code)
    • 79 very small files (3,948 lines of code)
0% | 18% | 46% | 17% | 18%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: zoomable circles | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
py0% | 13% | 45% | 20% | 19%
css0% | 75% | 17% | 0% | 6%
ipynb0% | 25% | 68% | 5% | 0%
js0% | 0% | 31% | 15% | 53%
yml0% | 0% | 0% | 0% | 100%
cfg0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
toml0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
botorch/models0% | 20% | 56% | 13% | 10%
website/static0% | 73% | 16% | 0% | 10%
botorch/acquisition0% | 15% | 50% | 17% | 15%
tutorials0% | 25% | 68% | 5% | 0%
botorch/optim0% | 30% | 41% | 19% | 8%
botorch/utils0% | 0% | 52% | 18% | 28%
website/pages0% | 0% | 73% | 0% | 26%
botorch/generation0% | 0% | 52% | 25% | 21%
botorch/posteriors0% | 0% | 0% | 76% | 23%
botorch/sampling0% | 0% | 0% | 47% | 52%
botorch0% | 0% | 0% | 39% | 60%
website/core0% | 0% | 0% | 45% | 54%
scripts0% | 0% | 0% | 22% | 77%
ROOT0% | 0% | 0% | 0% | 100%
botorch/exceptions0% | 0% | 0% | 0% | 100%
sphinx/source0% | 0% | 0% | 0% | 100%
website0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
input_constructors.py
in botorch/acquisition
 752 27
626 -
pairwise_gp.py
in botorch/models
 577 27
input.py
in botorch/models/transforms
 558 41
basic.css
in website/static/css
 546 -
alabaster.css
in website/static/css
 534 -
optimize.py
in botorch/optim
 515 11
initializers.py
in botorch/optim
 489 8
multitask.py
in botorch/models
 479 14
473 -
monte_carlo.py
in botorch/acquisition/multi_objective
 471 14
sampling.py
in botorch/utils
 467 21
higher_order_gp.py
in botorch/models
 408 13
max_value_entropy_search.py
in botorch/acquisition
 403 16
372 -
gpytorch.py
in botorch/models
 367 16
multi_step_lookahead.py
in botorch/acquisition
 345 19
342 -
analytic.py
in botorch/acquisition
 333 20
outcome.py
in botorch/models/transforms
 329 24
approximate_gp.py
in botorch/models
 324 11
one_shot_kg.ipynb
in tutorials
 313 -
fully_bayesian.py
in botorch/models
 305 21
knowledge_gradient.py
in botorch/acquisition
 303 12
non_dominated.py
in botorch/utils/multi_objective/box_decompositions
 292 12
monte_carlo.py
in botorch/acquisition
 282 13
utils.py
in botorch/acquisition
 277 8
gp_regression.py
in botorch/models
 259 11
custom.css
in website/static/css
 249 -
contextual_lcea.py
in botorch/models/kernels
 245 10
index.js
in website/pages/en
 238 2
testing.py
in botorch/utils
 234 27
converter.py
in botorch/models
 226 6
gp_regression_fidelity.py
in botorch/models
 223 5
220 -
gp_sampling.py
in botorch/utils
 220 14
gen.py
in botorch/generation
 217 6
parameter_constraints.py
in botorch/optim
 207 13
hypervolume.py
in botorch/utils/multi_objective
 203 14
multi_output_risk_measures.py
in botorch/acquisition/multi_objective
 200 11
utils.py
in botorch/utils/multi_objective/box_decompositions
 191 7
model.py
in botorch/models
 191 19
box_decomposition.py
in botorch/utils/multi_objective/box_decompositions
 190 20
multitask.py
in botorch/posteriors
 175 7
objective.py
in botorch/acquisition
 166 17
fit.py
in botorch/optim
 166 3
utils.py
in botorch/optim
 163 10
samplers.py
in botorch/sampling
 160 13
linear_truncated_fidelity.py
in botorch/models/kernels
 153 6
147 -
Files With Most Units (Top 50)
File# lines# units
input.py
in botorch/models/transforms
 558 41
input_constructors.py
in botorch/acquisition
 752 27
testing.py
in botorch/utils
 234 27
pairwise_gp.py
in botorch/models
 577 27
outcome.py
in botorch/models/transforms
 329 24
sampling.py
in botorch/utils
 467 21
fully_bayesian.py
in botorch/models
 305 21
analytic.py
in botorch/acquisition
 333 20
box_decomposition.py
in botorch/utils/multi_objective/box_decompositions
 190 20
multi_step_lookahead.py
in botorch/acquisition
 345 19
model.py
in botorch/models
 191 19
penalized.py
in botorch/acquisition
 127 17
objective.py
in botorch/acquisition
 166 17
max_value_entropy_search.py
in botorch/acquisition
 403 16
gpytorch.py
in botorch/models
 367 16
posterior.py
in botorch/posteriors
 136 16
torch.py
in botorch/utils
 79 15
monte_carlo.py
in botorch/acquisition/multi_objective
 471 14
transforms.py
in botorch/utils
 131 14
hypervolume.py
in botorch/utils/multi_objective
 203 14
gp_sampling.py
in botorch/utils
 220 14
multitask.py
in botorch/models
 479 14
monte_carlo.py
in botorch/acquisition
 282 13
samplers.py
in botorch/sampling
 160 13
parameter_constraints.py
in botorch/optim
 207 13
higher_order_gp.py
in botorch/models
 408 13
deterministic.py
in botorch/models
 99 13
knowledge_gradient.py
in botorch/acquisition
 303 12
non_dominated.py
in botorch/utils/multi_objective/box_decompositions
 292 12
settings.py
in botorch
 56 12
objective.py
in botorch/acquisition/multi_objective
 122 11
multi_output_risk_measures.py
in botorch/acquisition/multi_objective
 200 11
optimize.py
in botorch/optim
 515 11
approximate_gp.py
in botorch/models
 324 11
gp_regression.py
in botorch/models
 259 11
utils.py
in botorch/optim
 163 10
dispatcher.py
in botorch/utils
 86 10
contextual_lcea.py
in botorch/models/kernels
 245 10
utils.py
in botorch/models
 144 9
gpytorch.py
in botorch/posteriors
 126 9
risk_measures.py
in botorch/acquisition
 83 8
utils.py
in botorch/acquisition
 277 8
initializers.py
in botorch/optim
 489 8
downsampling.py
in botorch/models/kernels
 86 8
exponential_decay.py
in botorch/models/kernels
 78 8
deterministic.py
in botorch/posteriors
 46 8
transformed.py
in botorch/posteriors
 61 8
analytic.py
in botorch/acquisition/multi_objective
 117 7
containers.py
in botorch/utils
 72 7
utils.py
in botorch/utils/multi_objective/box_decompositions
 191 7
Files With Long Lines (Top 11)

There are 11 files with lines longer than 120 characters. In total, there are 107 long lines.

File# lines# units# long lines
342 - 23
473 - 22
one_shot_kg.ipynb
in tutorials
 313 - 18
220 - 15
626 - 11
372 - 7
147 - 7
Tutorial.js
in website/core
 66 2 1
code_block_buttons.js
in website/static/js
 40 4 1
index.js
in website/pages/tutorials
 87 3 1
index.js
in website/pages/en
 238 2 1
Correlations

File Size vs. Commits (all time): 144 points

scripts/run_tutorials.py x: 19 commits (all time) y: 110 lines of code botorch/models/fully_bayesian.py x: 3 commits (all time) y: 305 lines of code botorch/acquisition/__init__.py x: 33 commits (all time) y: 92 lines of code botorch/acquisition/preference.py x: 1 commits (all time) y: 63 lines of code botorch/models/deterministic.py x: 14 commits (all time) y: 99 lines of code botorch/acquisition/objective.py x: 25 commits (all time) y: 166 lines of code botorch/models/__init__.py x: 31 commits (all time) y: 49 lines of code tutorials/discrete_multi_fidelity_bo.ipynb x: 2 commits (all time) y: 473 lines of code botorch/optim/optimize.py x: 60 commits (all time) y: 515 lines of code scripts/parse_tutorials.py x: 11 commits (all time) y: 88 lines of code environment.yml x: 20 commits (all time) y: 10 lines of code botorch/__init__.py x: 31 commits (all time) y: 37 lines of code botorch/acquisition/analytic.py x: 39 commits (all time) y: 333 lines of code botorch/acquisition/multi_objective/monte_carlo.py x: 21 commits (all time) y: 471 lines of code botorch/fit.py x: 28 commits (all time) y: 130 lines of code botorch/posteriors/__init__.py x: 13 commits (all time) y: 17 lines of code botorch/posteriors/fully_bayesian.py x: 1 commits (all time) y: 28 lines of code botorch/utils/transforms.py x: 31 commits (all time) y: 131 lines of code setup.py x: 54 commits (all time) y: 86 lines of code botorch/models/multitask.py x: 44 commits (all time) y: 479 lines of code botorch/acquisition/monte_carlo.py x: 40 commits (all time) y: 282 lines of code botorch/acquisition/utils.py x: 56 commits (all time) y: 277 lines of code botorch/models/approximate_gp.py x: 5 commits (all time) y: 324 lines of code website/pages/en/index.js x: 26 commits (all time) y: 238 lines of code website/static/css/custom.css x: 17 commits (all time) y: 249 lines of code botorch/optim/__init__.py x: 22 commits (all time) y: 24 lines of code tutorials/optimize_with_cmaes.ipynb x: 10 commits (all time) y: 147 lines of code botorch/acquisition/active_learning.py x: 6 commits (all time) y: 50 lines of code botorch/acquisition/max_value_entropy_search.py x: 19 commits (all time) y: 403 lines of code botorch/acquisition/multi_objective/max_value_entropy_search.py x: 3 commits (all time) y: 89 lines of code tutorials/compare_mc_analytic_acquisition.ipynb x: 12 commits (all time) y: 372 lines of code botorch/utils/low_rank.py x: 5 commits (all time) y: 96 lines of code botorch/generation/gen.py x: 13 commits (all time) y: 217 lines of code botorch/models/transforms/input.py x: 32 commits (all time) y: 558 lines of code botorch/acquisition/cached_cholesky.py x: 1 commits (all time) y: 107 lines of code botorch/acquisition/multi_objective/multi_output_risk_measures.py x: 4 commits (all time) y: 200 lines of code botorch/acquisition/multi_objective/objective.py x: 11 commits (all time) y: 122 lines of code botorch/acquisition/multi_objective/utils.py x: 9 commits (all time) y: 90 lines of code botorch/models/higher_order_gp.py x: 16 commits (all time) y: 408 lines of code botorch/acquisition/acquisition.py x: 17 commits (all time) y: 69 lines of code botorch/acquisition/input_constructors.py x: 9 commits (all time) y: 752 lines of code botorch/acquisition/knowledge_gradient.py x: 18 commits (all time) y: 303 lines of code botorch/acquisition/multi_step_lookahead.py x: 6 commits (all time) y: 345 lines of code botorch/generation/sampling.py x: 8 commits (all time) y: 108 lines of code botorch/models/gpytorch.py x: 55 commits (all time) y: 367 lines of code botorch/models/model.py x: 44 commits (all time) y: 191 lines of code botorch/models/pairwise_gp.py x: 16 commits (all time) y: 577 lines of code botorch/optim/initializers.py x: 45 commits (all time) y: 489 lines of code botorch/utils/testing.py x: 20 commits (all time) y: 234 lines of code botorch/optim/parameter_constraints.py x: 20 commits (all time) y: 207 lines of code botorch/models/gp_regression_mixed.py x: 7 commits (all time) y: 131 lines of code botorch/posteriors/base_samples.py x: 1 commits (all time) y: 20 lines of code botorch/posteriors/gpytorch.py x: 30 commits (all time) y: 126 lines of code botorch/utils/sampling.py x: 31 commits (all time) y: 467 lines of code botorch/acquisition/cost_aware.py x: 8 commits (all time) y: 71 lines of code botorch/acquisition/fixed_feature.py x: 8 commits (all time) y: 61 lines of code botorch/acquisition/multi_objective/__init__.py x: 6 commits (all time) y: 42 lines of code botorch/acquisition/multi_objective/analytic.py x: 4 commits (all time) y: 117 lines of code botorch/acquisition/penalized.py x: 4 commits (all time) y: 127 lines of code botorch/acquisition/proximal.py x: 3 commits (all time) y: 52 lines of code botorch/acquisition/risk_measures.py x: 4 commits (all time) y: 83 lines of code botorch/cross_validation.py x: 19 commits (all time) y: 86 lines of code botorch/exceptions/__init__.py x: 11 commits (all time) y: 31 lines of code botorch/exceptions/errors.py x: 10 commits (all time) y: 16 lines of code botorch/exceptions/warnings.py x: 12 commits (all time) y: 22 lines of code botorch/generation/__init__.py x: 4 commits (all time) y: 13 lines of code botorch/generation/utils.py x: 3 commits (all time) y: 78 lines of code botorch/logging.py x: 2 commits (all time) y: 17 lines of code botorch/models/contextual.py x: 3 commits (all time) y: 48 lines of code botorch/models/contextual_multioutput.py x: 5 commits (all time) y: 122 lines of code botorch/models/converter.py x: 15 commits (all time) y: 226 lines of code botorch/models/cost.py x: 7 commits (all time) y: 28 lines of code botorch/models/gp_regression.py x: 70 commits (all time) y: 259 lines of code botorch/models/gp_regression_fidelity.py x: 15 commits (all time) y: 223 lines of code botorch/models/kernels/__init__.py x: 5 commits (all time) y: 12 lines of code botorch/models/kernels/categorical.py x: 3 commits (all time) y: 24 lines of code botorch/models/kernels/contextual_lcea.py x: 4 commits (all time) y: 245 lines of code botorch/models/kernels/contextual_sac.py x: 3 commits (all time) y: 63 lines of code botorch/models/kernels/downsampling.py x: 6 commits (all time) y: 86 lines of code botorch/models/kernels/exponential_decay.py x: 6 commits (all time) y: 78 lines of code botorch/models/kernels/linear_truncated_fidelity.py x: 9 commits (all time) y: 153 lines of code botorch/models/model_list_gp_regression.py x: 17 commits (all time) y: 45 lines of code botorch/models/transforms/__init__.py x: 9 commits (all time) y: 22 lines of code botorch/models/transforms/outcome.py x: 12 commits (all time) y: 329 lines of code botorch/models/transforms/utils.py x: 4 commits (all time) y: 29 lines of code botorch/models/utils.py x: 27 commits (all time) y: 144 lines of code botorch/optim/fit.py x: 36 commits (all time) y: 166 lines of code botorch/optim/numpy_converter.py x: 16 commits (all time) y: 73 lines of code botorch/optim/stopping.py x: 3 commits (all time) y: 55 lines of code botorch/optim/utils.py x: 27 commits (all time) y: 163 lines of code botorch/posteriors/deterministic.py x: 7 commits (all time) y: 46 lines of code botorch/posteriors/higher_order.py x: 3 commits (all time) y: 122 lines of code botorch/posteriors/multitask.py x: 4 commits (all time) y: 175 lines of code botorch/posteriors/posterior.py x: 26 commits (all time) y: 136 lines of code botorch/posteriors/transformed.py x: 7 commits (all time) y: 61 lines of code botorch/sampling/__init__.py x: 6 commits (all time) y: 19 lines of code botorch/sampling/pairwise_samplers.py x: 4 commits (all time) y: 75 lines of code botorch/sampling/qmc.py x: 6 commits (all time) y: 82 lines of code botorch/sampling/samplers.py x: 12 commits (all time) y: 160 lines of code botorch/settings.py x: 9 commits (all time) y: 56 lines of code botorch/utils/__init__.py x: 14 commits (all time) y: 33 lines of code botorch/utils/constraints.py x: 12 commits (all time) y: 18 lines of code botorch/utils/containers.py x: 5 commits (all time) y: 72 lines of code botorch/utils/dispatcher.py x: 2 commits (all time) y: 86 lines of code botorch/utils/feasible_volume.py x: 4 commits (all time) y: 97 lines of code botorch/utils/gp_sampling.py x: 7 commits (all time) y: 220 lines of code botorch/utils/multi_objective/__init__.py x: 4 commits (all time) y: 9 lines of code botorch/utils/multi_objective/box_decompositions/__init__.py x: 6 commits (all time) y: 22 lines of code botorch/utils/multi_objective/box_decompositions/box_decomposition.py x: 6 commits (all time) y: 190 lines of code botorch/utils/multi_objective/box_decompositions/box_decomposition_list.py x: 3 commits (all time) y: 69 lines of code botorch/utils/multi_objective/box_decompositions/dominated.py x: 5 commits (all time) y: 46 lines of code botorch/utils/multi_objective/box_decompositions/non_dominated.py x: 6 commits (all time) y: 292 lines of code botorch/utils/multi_objective/box_decompositions/utils.py x: 7 commits (all time) y: 191 lines of code botorch/utils/multi_objective/hypervolume.py x: 5 commits (all time) y: 203 lines of code botorch/utils/multi_objective/pareto.py x: 5 commits (all time) y: 39 lines of code botorch/utils/multi_objective/scalarization.py x: 7 commits (all time) y: 33 lines of code botorch/utils/objective.py x: 18 commits (all time) y: 47 lines of code botorch/utils/rounding.py x: 2 commits (all time) y: 9 lines of code botorch/utils/torch.py x: 5 commits (all time) y: 79 lines of code scripts/parse_sphinx.py x: 6 commits (all time) y: 47 lines of code scripts/patch_site_config.py x: 4 commits (all time) y: 42 lines of code scripts/update_versions_html.py x: 7 commits (all time) y: 67 lines of code scripts/validate_sphinx.py x: 6 commits (all time) y: 60 lines of code scripts/versions.js x: 6 commits (all time) y: 73 lines of code sphinx/source/conf.py x: 17 commits (all time) y: 58 lines of code website/core/Footer.js x: 17 commits (all time) y: 117 lines of code website/core/Tutorial.js x: 5 commits (all time) y: 66 lines of code website/core/TutorialSidebar.js x: 3 commits (all time) y: 73 lines of code website/siteConfig.js x: 24 commits (all time) y: 53 lines of code website/static/pygments.css x: 5 commits (all time) y: 61 lines of code MANIFEST.in x: 2 commits (all time) y: 7 lines of code tutorials/max_value_entropy.ipynb x: 3 commits (all time) y: 342 lines of code pyproject.toml x: 4 commits (all time) y: 6 lines of code tutorials/multi_fidelity_bo.ipynb x: 4 commits (all time) y: 626 lines of code tutorials/one_shot_kg.ipynb x: 3 commits (all time) y: 313 lines of code tutorials/optimize_stochastic.ipynb x: 11 commits (all time) y: 220 lines of code website/static/css/basic.css x: 4 commits (all time) y: 546 lines of code website/static/css/code_block_buttons.css x: 1 commits (all time) y: 32 lines of code website/static/js/code_block_buttons.js x: 1 commits (all time) y: 40 lines of code website/static/js/mathjax.js x: 1 commits (all time) y: 15 lines of code website/static/css/alabaster.css x: 1 commits (all time) y: 534 lines of code
752.0
lines of code
  min: 6.0
  average: 152.24
  25th percentile: 46.25
  median: 87.5
  75th percentile: 219.25
  max: 752.0
0 70.0
commits (all time)
min: 1.0 | average: 13.01 | 25th percentile: 4.0 | median: 7.0 | 75th percentile: 17.0 | max: 70.0

File Size vs. Contributors (all time): 144 points

scripts/run_tutorials.py x: 7 contributors (all time) y: 110 lines of code botorch/models/fully_bayesian.py x: 1 contributors (all time) y: 305 lines of code botorch/acquisition/__init__.py x: 11 contributors (all time) y: 92 lines of code botorch/acquisition/preference.py x: 1 contributors (all time) y: 63 lines of code botorch/models/deterministic.py x: 6 contributors (all time) y: 99 lines of code botorch/acquisition/objective.py x: 6 contributors (all time) y: 166 lines of code botorch/models/__init__.py x: 9 contributors (all time) y: 49 lines of code tutorials/discrete_multi_fidelity_bo.ipynb x: 1 contributors (all time) y: 473 lines of code botorch/optim/optimize.py x: 15 contributors (all time) y: 515 lines of code scripts/parse_tutorials.py x: 3 contributors (all time) y: 88 lines of code environment.yml x: 4 contributors (all time) y: 10 lines of code botorch/__init__.py x: 7 contributors (all time) y: 37 lines of code botorch/acquisition/analytic.py x: 10 contributors (all time) y: 333 lines of code botorch/acquisition/multi_objective/monte_carlo.py x: 6 contributors (all time) y: 471 lines of code botorch/fit.py x: 9 contributors (all time) y: 130 lines of code botorch/posteriors/__init__.py x: 5 contributors (all time) y: 17 lines of code botorch/posteriors/fully_bayesian.py x: 1 contributors (all time) y: 28 lines of code botorch/utils/transforms.py x: 10 contributors (all time) y: 131 lines of code setup.py x: 12 contributors (all time) y: 86 lines of code botorch/models/multitask.py x: 17 contributors (all time) y: 479 lines of code botorch/acquisition/monte_carlo.py x: 11 contributors (all time) y: 282 lines of code botorch/acquisition/utils.py x: 14 contributors (all time) y: 277 lines of code botorch/models/approximate_gp.py x: 5 contributors (all time) y: 324 lines of code website/pages/en/index.js x: 8 contributors (all time) y: 238 lines of code website/static/css/custom.css x: 5 contributors (all time) y: 249 lines of code 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