From b91d80fc7396c979703051e89db4b9206aa72bb2 Mon Sep 17 00:00:00 2001 From: Simon Rey Date: Thu, 8 Feb 2024 10:45:01 +0100 Subject: [PATCH] Docs --- docs-source/source/validation/approval.rst | 18 +- docs/_images/disjoint_resampling.png | Bin 0 -> 180571 bytes docs/_images/identity.png | Bin 0 -> 123629 bytes docs/_images/impartial1.png | Bin 0 -> 214768 bytes docs/_images/noise.png | Bin 0 -> 288532 bytes docs/_images/resampling.png | Bin 0 -> 270227 bytes docs/_modules/index.html | 2 + .../prefsampling/approval/mixture.html | 413 ++++++++++++++ .../_modules/prefsampling/approval/noise.html | 2 +- .../prefsampling/approval/resampling.html | 8 +- .../prefsampling/ordinal/singlecrossing.html | 6 +- .../prefsampling/tree/caterpillar.html | 366 +++++++++++++ docs/_sources/validation/approval.rst | 59 ++ docs/genindex.html | 8 + docs/objects.inv | Bin 952 -> 975 bytes docs/reference/approval/index.html | 55 ++ docs/reference/index.html | 3 + docs/reference/tree/index.html | 16 + docs/searchindex.js | 2 +- docs/validation/approval.html | 68 ++- docs/validation/index.html | 9 +- validation/approval/identity.py | 11 +- validation/approval/impartial.py | 16 +- validation/approval/noise.py | 4 +- validation/approval/resampling.py | 4 +- .../csv/approval/disjoint_resampling.csv | 257 +++++++++ validation/csv/approval/identity.csv | 31 ++ validation/csv/approval/impartial.csv | 289 ++++++++++ validation/csv/approval/noise.csv | 513 ++++++++++++++++++ validation/csv/approval/resampling.csv | 513 ++++++++++++++++++ validation/run.py | 10 +- validation/utils.py | 7 +- validation/validator.py | 2 - 33 files changed, 2648 insertions(+), 44 deletions(-) create mode 100644 docs/_images/disjoint_resampling.png create mode 100644 docs/_images/identity.png create mode 100644 docs/_images/impartial1.png create mode 100644 docs/_images/noise.png create mode 100644 docs/_images/resampling.png create mode 100644 docs/_modules/prefsampling/approval/mixture.html create mode 100644 docs/_modules/prefsampling/tree/caterpillar.html create mode 100644 validation/csv/approval/disjoint_resampling.csv create mode 100644 validation/csv/approval/identity.csv create mode 100644 validation/csv/approval/impartial.csv create mode 100644 validation/csv/approval/noise.csv create mode 100644 validation/csv/approval/resampling.csv diff --git a/docs-source/source/validation/approval.rst b/docs-source/source/validation/approval.rst index 8cfe727..dc46871 100644 --- a/docs-source/source/validation/approval.rst +++ b/docs-source/source/validation/approval.rst @@ -8,7 +8,9 @@ Impartial :py:func:`prefsampling.approval.impartial` -The probability distribution generated by the approval impartial culture model. +In the impartial model every candidate has the same probability :code:`p` of being approved. Thus, +the probability of generating an approval ballot of length :code:`k` follows a binomial distribution +of parameters :code:`p` and :code:`k`. .. image:: validation_plots/approval/impartial.png :width: 800 @@ -19,29 +21,27 @@ Resampling :py:func:`prefsampling.approval.resampling` -The probability distribution generated by the resampling model. See the work of `Szufa et al. (2022) `_ -for more details. +for more details on this model. .. image:: validation_plots/approval/resampling.png :width: 800 :alt: Observed versus theoretical frequencies for the resampling model Disjoint Resampling ----------- +------------------- :py:func:`prefsampling.approval.disjoint_resampling` -The probability distribution generated by the disjoint resampling model. See the work of `Szufa et al. (2022) `_ -for more details. +for more details on this model. .. image:: validation_plots/approval/disjoint_resampling.png :width: 800 :alt: Observed versus theoretical frequencies for the disjoint resampling model Noise ----------- +----- :py:func:`prefsampling.approval.noise` @@ -52,11 +52,11 @@ The probability distribution generated by the noise model based on the Hamming d :alt: Observed versus theoretical frequencies for the noise model Identity ----------- +-------- :py:func:`prefsampling.approval.identity` -The probability distribution generated by the identity model. +The identity sampler only samples a single ballot. 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z+{k$|N{usVTizsnQ_m~S({#*K^gUi!e_1fLBASh7K2A1E9bFWcr|h%$sV9g+FRWvX zQF*76oE_Jh+(6pyXJ>%XrY--ufVpSFceDmf XXRg(RY%Sky7^f_ajx(1oPWj?*OX2XT literal 0 HcmV?d00001 diff --git a/docs/_modules/index.html b/docs/_modules/index.html index acb18dc..cd98a9e 100644 --- a/docs/_modules/index.html +++ b/docs/_modules/index.html @@ -265,6 +265,7 @@

All modules for which code is available

diff --git a/docs/_modules/prefsampling/approval/mixture.html b/docs/_modules/prefsampling/approval/mixture.html new file mode 100644 index 0000000..a1cc349 --- /dev/null +++ b/docs/_modules/prefsampling/approval/mixture.html @@ -0,0 +1,413 @@ + + + + + + + + + + + prefsampling.approval.mixture — PrefSampling + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Source code for prefsampling.approval.mixture

+import numpy as np
+
+
+
[docs]def mixture( + num_voters: int, + num_candidates: int, + weights: list, + list_of_cultures: list, + list_of_params: list, + seed: int = None, +) -> list[set[int]]: + """ + Generates a mixture of approval votes from different cultures. + + Parameters + ---------- + num_voters : int + Number of Voters. + num_candidates : int + Number of Candidates. + weights: list + Probability of being sampled from a given culture + list_of_cultures: list, + List of the cultures. + list_of_params: list, + List of params for each considered culture + (excluding the number of voters and the number of candidates). + seed : int + Seed for numpy random number generator. + Note that this is only the seed for this function. + If you want to use particular seed for the functions generating votes, + you should pass it as argument within the list of params. + + Returns + ------- + list[set[int]] + Approval votes. + """ + rng = np.random.default_rng(seed) + + options = [i for i in range(len(weights))] + sum_weights = sum(weights) + norm_weights = [w / sum_weights for w in weights] + samples = list(rng.choice(options, size=num_voters, replace=True, p=norm_weights)) + list_of_num_voters = [samples.count(i) for i in range(len(weights))] + return concat(list_of_num_voters, num_candidates, list_of_cultures, list_of_params)
+ + +
[docs]def concat( + list_of_num_voters: list, + num_candidates: int, + list_of_cultures: list, + list_of_params: list +) -> list[set[int]]: + """ + Generates a concatenation of approval votes from different cultures. + + Parameters + ---------- + list_of_num_voters : int + List of numbers of voters to be sampled from each culture. + num_candidates : int + Number of Candidates. + list_of_cultures: list, + List of the cultures. + list_of_params: list, + List of params for each considered culture + (excluding the number of voters and the number of candidates). + + Returns + ------- + list[set[int]] + Approval votes. + """ + all_votes = [] + for num_voters, culture, params in zip(list_of_num_voters, list_of_cultures, list_of_params): + if num_voters > 0: + votes = culture(num_voters, num_candidates, **params) + for vote in votes: + all_votes.append(vote) + return all_votes
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+ + \ No newline at end of file diff --git a/docs/_modules/prefsampling/approval/noise.html b/docs/_modules/prefsampling/approval/noise.html index 688e61e..9f91d6a 100644 --- a/docs/_modules/prefsampling/approval/noise.html +++ b/docs/_modules/prefsampling/approval/noise.html @@ -343,7 +343,7 @@

Source code for prefsampling.approval.noise

 
     rng = np.random.default_rng(seed)
 
-    k = int(p * num_candidates)
+    k = math.floor(p * num_candidates)
 
     A = {i for i in range(k)}
     B = set(range(num_candidates)) - A
diff --git a/docs/_modules/prefsampling/approval/resampling.html b/docs/_modules/prefsampling/approval/resampling.html
index 0c765c5..a6e722b 100644
--- a/docs/_modules/prefsampling/approval/resampling.html
+++ b/docs/_modules/prefsampling/approval/resampling.html
@@ -264,8 +264,10 @@ 

Source code for prefsampling.approval.resampling

 import copy
 
+import math
 import numpy as np
 
+
 from prefsampling.inputvalidators import validate_num_voters_candidates
 
 
@@ -316,7 +318,7 @@ 

Source code for prefsampling.approval.resampling

rng = np.random.default_rng(seed) - k = int(p * num_candidates) + k = math.floor(p * num_candidates) if central_vote is None: central_vote = set(range(k)) @@ -386,7 +388,7 @@

Source code for prefsampling.approval.resampling

rng = np.random.default_rng(seed) num_groups = g - k = int(p * num_candidates) + k = math.floor(p * num_candidates) votes = [set() for _ in range(num_voters)] @@ -453,7 +455,7 @@

Source code for prefsampling.approval.resampling

breaks = [int(num_voters / num_legs) * i for i in range(num_legs)] - k = int(p * num_candidates) + k = math.floor(p * num_candidates) central_vote = {i for i in range(k)} ccc = copy.deepcopy(central_vote) diff --git a/docs/_modules/prefsampling/ordinal/singlecrossing.html b/docs/_modules/prefsampling/ordinal/singlecrossing.html index 0604e9f..4257e42 100644 --- a/docs/_modules/prefsampling/ordinal/singlecrossing.html +++ b/docs/_modules/prefsampling/ordinal/singlecrossing.html @@ -349,9 +349,9 @@

Source code for prefsampling.ordinal.singlecrossing

votes[i, :] = domain[index] last_sampled_index = index - # vote_indices = np.sort(rng.choice(np.arange(domain_size), size=num_voters)) - # for i, index in enumerate(vote_indices): - # votes[i, :] = domain[index] + vote_indices = np.sort(rng.choice(np.arange(domain_size), size=num_voters)) + for i, index in enumerate(vote_indices): + votes[i, :] = domain[index] return votes
diff --git a/docs/_modules/prefsampling/tree/caterpillar.html b/docs/_modules/prefsampling/tree/caterpillar.html new file mode 100644 index 0000000..a47e3a3 --- /dev/null +++ b/docs/_modules/prefsampling/tree/caterpillar.html @@ -0,0 +1,366 @@ + + + + + + + + + + + prefsampling.tree.caterpillar — PrefSampling + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Source code for prefsampling.tree.caterpillar

+from prefsampling.inputvalidators import validate_int
+from prefsampling.tree.node import Node
+
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+
[docs]def caterpillar_tree(num_leaves: int, seed: int = None) -> Node: + """ + Generates a caterpillar tree. + + Returns + ------- + Node + The root of the tree + """ + validate_int(num_leaves, "number of leaves", lower_bound=1) + num_leaves = int(num_leaves) + root = Node("root") + tmp_root = root + ctr = 0 + + while num_leaves > 2: + leaf = Node(ctr) + inner_node = Node(ctr) + tmp_root.add_child(leaf) + tmp_root.add_child(inner_node) + tmp_root = inner_node + num_leaves -= 1 + ctr += 1 + + leaf_1 = Node(ctr) + leaf_2 = Node(ctr + 1) + tmp_root.add_child(leaf_1) + tmp_root.add_child(leaf_2) + + return root
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+ + \ No newline at end of file diff --git a/docs/_sources/validation/approval.rst b/docs/_sources/validation/approval.rst index 6b1c427..dc46871 100644 --- a/docs/_sources/validation/approval.rst +++ b/docs/_sources/validation/approval.rst @@ -2,3 +2,62 @@ Approval Samplers ================= We present below the validation tests we ran for approval samplers. + +Impartial +--------- + +:py:func:`prefsampling.approval.impartial` + +In the impartial model every candidate has the same probability :code:`p` of being approved. Thus, +the probability of generating an approval ballot of length :code:`k` follows a binomial distribution +of parameters :code:`p` and :code:`k`. + +.. image:: validation_plots/approval/impartial.png + :width: 800 + :alt: Observed versus theoretical frequencies for the impartial culture + +Resampling +---------- + +:py:func:`prefsampling.approval.resampling` + +See the work of `Szufa et al. (2022) `_ +for more details on this model. + +.. image:: validation_plots/approval/resampling.png + :width: 800 + :alt: Observed versus theoretical frequencies for the resampling model + +Disjoint Resampling +------------------- + +:py:func:`prefsampling.approval.disjoint_resampling` + +See the work of `Szufa et al. (2022) `_ +for more details on this model. + +.. image:: validation_plots/approval/disjoint_resampling.png + :width: 800 + :alt: Observed versus theoretical frequencies for the disjoint resampling model + +Noise +----- + +:py:func:`prefsampling.approval.noise` + +The probability distribution generated by the noise model based on the Hamming distance. + +.. image:: validation_plots/approval/noise.png + :width: 800 + :alt: Observed versus theoretical frequencies for the noise model + +Identity +-------- + +:py:func:`prefsampling.approval.identity` + +The identity sampler only samples a single ballot. This is what we observe here. + +.. image:: validation_plots/approval/identity.png + :width: 800 + :alt: Observed versus theoretical frequencies for the identity model diff --git a/docs/genindex.html b/docs/genindex.html index e61c7b6..5dcc695 100644 --- a/docs/genindex.html +++ b/docs/genindex.html @@ -311,6 +311,12 @@

C

+
@@ -409,6 +415,8 @@

M

  • mallows() (in module prefsampling.ordinal) +
  • +
  • mixture() (in module prefsampling.approval)
  • module diff --git a/docs/objects.inv b/docs/objects.inv index c2f4d7b3efe0325ac51803f009cbc5a7d21aae3b..deebafcbff997e014feee0e751f7721252c3732f 100644 GIT binary patch delta 859 zcmV-h1El=82hRtPfq%hr+At7??>vQP+AFlZ=H?JL(11hjq=#NSLS8_PEV+`Lgg$*G zjKL-{hD6-#)$X?|`IofL1uP`Wa!S~8fbv}MXGFbxeU;tfr$UmGgl?bQ?9g!i+ z)!G%Sz?7tbm?Pezpwtmcm&FuuHdB)2NGO6_m6wrMRS0lJ^ddeGCE%lC4UOD#UV`!;Y#wFlo)BPDUlyMJTMo~+>(|X$vB;I8#Q5rpn8gPgj+7A zL-cvf!L>h`w4cQvgx~s)aXj|JizSF>qaX?{hJOsl-|wTTJ3dg@$SldZB<4Z3imwyR zMM{{~@`C_~jS+-hAzR0DVMZE$I1G;T0PiIa{f8i$jejQ-KXMO`hok5|xCt(aP9{M- z^usW?WR6btos%LZDQVT(IiT+D;~d&j@FGtn=))MzDY#?qkoNu2?|^siw3ghR4bV9g z>281CMN1IlY@P8!I^kxBQvTwG#kj~4m%yAN`~*rRw7_oECG`u11Pd2FuiOTX(JzR~l^d=SNRb86EuX=-KpyKGPvI!N?^_x>GjvL0XZ!|Q z*NMa{!65~aR8(tOhg>_*w8bJPlp-fMr?oX<$z15$D_L-X9fK)Ij2JtQx&*edcv7WT z6wQH}8=-)rGVB5OfWW$d*aF?Pb+Q^>n7O+A~C?T`bZ zdsL=f=}ABWubPWr+DfOm9G{^j^z?d>)S|?_y}6Hm?d-MC-RGzmX&G*QCvV$V$=+eI l7EEoP_A<6h+7ez}4fUnA*04DV?TpQ7v|H(Y^nb^#PxBfbwVD6` delta 836 zcmV-K1H1gs2e=22fqy}F+As{q?|h29w_TyzwYQXJg%whkv^(sQXB+`u9Xqp~cI?y7 zCIk}d5NORUk)@wx=Wii$0Sk$;oD#Mipgb4+1yL_wUuQfmD0p8y?EnH8hO27%im(*^ z4pu6opGvp>XRqJOZKy%WiG;^>4hD)TlG6Ly!8`#rxOocigMTC*1%4Dn291;wWL_w6 zf*<+Q={US|5B}~ChkkVH9{ekqjKh216*wjGHz!Ob0;)xWUK9)~!r2GNkmYLaidA4r zQb5cRZ&6U{2&Kznia6UT$#NtVL9WWn_=|pb|8Q5F&EIhM3%O1oK9)^P1qo)p5h$gmhOLuK94!L@h6k^hWA1E zo&OZaV?VrDf_OFxqTpiqr*Qo3A)3151BH#ulAKFo9%QTdI?-IDglR253V_%cLD&_t zbvzelq~V9d;K&c{d&xupF^Fd4$;6M`!{gy7dI)ZVOMjx1Ne~bHFbpo4qf>q7q)16h zTD5i#sC!;Ghqe^F$P)>=8KXG`cg!8qen0vh@XnjolDl(cIcFo?1IxQ;31XbBGhRq1 z+ze65U)``67g^#Gm{WwGL8*im*p0fRexZtz5+laWqb`AMES^;9HAQovriEA5jh{C*kG;KH%CT{(dCYW@ zcw3uxluCb*Qf3YRy}bhOEpNki)w~JRl{Z4QIDagg$k+X9p-eX|Wmaydw%QRkTdS2W zsS*9BAoy8VAXI&aduti_!@PU3F&swh(jCO;t<|I2{xj9H9{peC`CD7hHUZl)2NSY4 z)bF+MBayYBs516idV-zswrzM1rKx8VvK?|DbkEEeJqbwQRrBymTj>;+>oc^3o<1*< zT0NAww>R(6&z-#%y89gUA}!0!@8oR Contents
  • NoiseType.ZELINKA
+
  • concat()
  • disjoint_resampling()
  • empty()
  • euclidean()
  • full()
  • identity()
  • impartial()
  • +
  • mixture()
  • moving_resampling()
  • noise()
  • resampling()
  • @@ -373,6 +375,29 @@

    Contents

    +
    +
    +concat(list_of_num_voters: list, num_candidates: int, list_of_cultures: list, list_of_params: list) list[set[int]][source]#
    +

    Generates a concatenation of approval votes from different cultures.

    +
    +
    Parameters:
    +
      +
    • list_of_num_voters (int) – List of numbers of voters to be sampled from each culture.

    • +
    • num_candidates (int) – Number of Candidates.

    • +
    • list_of_cultures (list,) – List of the cultures.

    • +
    • list_of_params (list,) – List of params for each considered culture +(excluding the number of voters and the number of candidates).

    • +
    +
    +
    Returns:
    +

    Approval votes.

    +
    +
    Return type:
    +

    list[set[int]]

    +
    +
    +
    +
    disjoint_resampling(num_voters: int, num_candidates: int, phi: float, p: float, g: int = 2, seed: int = None) list[set[int]][source]#
    @@ -530,6 +555,34 @@

    Contents

    +
    +
    +mixture(num_voters: int, num_candidates: int, weights: list, list_of_cultures: list, list_of_params: list, seed: int = None) list[set[int]][source]#
    +

    Generates a mixture of approval votes from different cultures.

    +
    +
    Parameters:
    +
      +
    • num_voters (int) – Number of Voters.

    • +
    • num_candidates (int) – Number of Candidates.

    • +
    • weights (list) – Probability of being sampled from a given culture

    • +
    • list_of_cultures (list,) – List of the cultures.

    • +
    • list_of_params (list,) – List of params for each considered culture +(excluding the number of voters and the number of candidates).

    • +
    • seed (int) – Seed for numpy random number generator. +Note that this is only the seed for this function. +If you want to use particular seed for the functions generating votes, +you should pass it as argument within the list of params.

    • +
    +
    +
    Returns:
    +

    Approval votes.

    +
    +
    Return type:
    +

    list[set[int]]

    +
    +
    +
    +
    moving_resampling(num_voters: int, num_candidates: int, phi: float, p: float, num_legs: int = 1, seed: int = None) list[set[int]][source]#
    @@ -719,12 +772,14 @@

    Contents

  • NoiseType.ZELINKA
  • +
  • concat()
  • disjoint_resampling()
  • empty()
  • euclidean()
  • full()
  • identity()
  • impartial()
  • +
  • mixture()
  • moving_resampling()
  • noise()
  • resampling()
  • diff --git a/docs/reference/index.html b/docs/reference/index.html index 6fbc109..13c1555 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -337,12 +337,14 @@

    ReferenceApproval

    +
    +
    +caterpillar_tree(num_leaves: int, seed: int = None) Node[source]#
    +

    Generates a caterpillar tree.

    +
    +
    Returns:
    +

    The root of the tree

    +
    +
    Return type:
    +

    Node

    +
    +
    +
    +
    schroeder_tree(num_leaves: int, num_internal_nodes: int | None = None, seed: int = None) Node[source]#
    @@ -467,6 +482,7 @@

    Contents

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