From c67116d217438212e76ca9a6c52c8f2d0b8308d6 Mon Sep 17 00:00:00 2001
From: Ludovic Moncla <moncla.ludovic@gmail.com>
Date: Tue, 29 Nov 2022 12:22:23 +0100
Subject: [PATCH] Update Predict_XAI.ipynb
---
notebooks/Predict_XAI.ipynb | 158 ++++++++++++++++++++++++++++++++++++
1 file changed, 158 insertions(+)
diff --git a/notebooks/Predict_XAI.ipynb b/notebooks/Predict_XAI.ipynb
index cbc49c8..968a65b 100644
--- a/notebooks/Predict_XAI.ipynb
+++ b/notebooks/Predict_XAI.ipynb
@@ -3018,6 +3018,164 @@
"l\n"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 118,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[('m', 0.40633566091131035),\n",
+ " ('nom', 0.3458214847350235),\n",
+ " ('historiens', 0.30862924390515073),\n",
+ " ('s', 0.3077777094666005),\n",
+ " ('Angleterre', 0.2337920536519143),\n",
+ " ('##ient', 0.19580712386703672),\n",
+ " ('comté', 0.14833858844766837),\n",
+ " ('second', 0.14820616290018154),\n",
+ " ('pl', 0.1463281902011242),\n",
+ " ('poste', 0.14323795796283648),\n",
+ " ('Hist', 0.14218800778526514),\n",
+ " ('##ito', 0.13969328688970806),\n",
+ " ('##sita', 0.1280014345411447),\n",
+ " ('hab', 0.11652014547079982),\n",
+ " ('comme', 0.11188170814742139),\n",
+ " ('anciens', 0.11027232859611118),\n",
+ " ('##usi', 0.10947085362788891),\n",
+ " ('nos', 0.10762903275291207),\n",
+ " ('##X', 0.1005805525354637),\n",
+ " ('##c', 0.10015186438256996),\n",
+ " ('an', 0.09648203036131225),\n",
+ " ('affect', 0.09530701819855351),\n",
+ " ('vient', 0.09334766704470135),\n",
+ " ('##E', 0.09274172459154978),\n",
+ " ('occupa', 0.08942963262827937),\n",
+ " ('And', 0.08824648677383519),\n",
+ " ('l', 0.0831444108231522),\n",
+ " ('créé', 0.08306820589587903),\n",
+ " ('Il', 0.0802525747513547),\n",
+ " ('##alo', 0.07944165678487682),\n",
+ " ('fils', 0.07878572633572721),\n",
+ " ('##crive', 0.07730113556902),\n",
+ " ('f', 0.07687161513015221),\n",
+ " ('duché', 0.07152755021320736),\n",
+ " ('##UL', 0.068920897640158),\n",
+ " ('##U', 0.06701168109866709),\n",
+ " ('##TA', 0.06379073714776834),\n",
+ " ('partie', 0.06336604967850502),\n",
+ " ('une', 0.06293001400537444),\n",
+ " ('la', 0.0626827034395569),\n",
+ " ('##NI', 0.06060879691257725),\n",
+ " ('duc', 0.060449964135058896),\n",
+ " ('Portugal', 0.05976240345910968),\n",
+ " ('##S', 0.057922495862996685),\n",
+ " ('armes', 0.05763547000153224),\n",
+ " ('##É', 0.057597313355056134),\n",
+ " ('premier', 0.05650131136433099),\n",
+ " ('roi', 0.05595339444458686),\n",
+ " (\"'\", 0.054559329877048986),\n",
+ " ('Romains', 0.05104433937584386),\n",
+ " ('##CI', 0.04991247745965172),\n",
+ " ('dans', 0.04683541514897137),\n",
+ " ('posse', 0.04601685231132299),\n",
+ " ('##étique', 0.04578876328373981),\n",
+ " ('fut', 0.04558935519068275),\n",
+ " ('tem', 0.04553165486762242),\n",
+ " ('mod', 0.04336368647999369),\n",
+ " ('sa', 0.04312663582043505),\n",
+ " ('##ond', 0.040984157917012765),\n",
+ " ('avo', 0.04051199330086981),\n",
+ " ('femme', 0.03757626958787695),\n",
+ " ('Clare', 0.036022498192356825),\n",
+ " (')', 0.035690660988266225),\n",
+ " ('c', 0.035580215549090806),\n",
+ " ('trois', 0.03534531063748135),\n",
+ " ('##e', 0.0350972190161163),\n",
+ " ('terre', 0.03289370991419495),\n",
+ " ('é', 0.03272807035735632),\n",
+ " ('François', 0.03239359465926122),\n",
+ " ('Espagne', 0.032368113353630164),\n",
+ " ('devenu', 0.03229911266839503),\n",
+ " ('Vo', 0.03188328560089204),\n",
+ " ('##EN', 0.031208214635954697),\n",
+ " ('III', 0.030991483761359837),\n",
+ " ('h', 0.030069242575632493),\n",
+ " ('Roi', 0.030003469570913023),\n",
+ " ('##ye', 0.02903003695461631),\n",
+ " ('Ã ', 0.028589994974646694),\n",
+ " ('Clarence', 0.028489464477414392),\n",
+ " ('IV', 0.028143981425416645),\n",
+ " ('##nie', 0.02768313810342139),\n",
+ " ('étant', 0.026340927727638207),\n",
+ " ('##sse', 0.026016168412132286),\n",
+ " ('##it', 0.022331074154075873),\n",
+ " ('de', 0.021088133952241003),\n",
+ " ('Edouard', 0.020242216027167314),\n",
+ " ('(', 0.019469240875565032),\n",
+ " ('un', 0.01930394072485968),\n",
+ " ('##IE', 0.018411360404024364),\n",
+ " ('Thom', 0.017349739492096148),\n",
+ " ('ce', 0.01719950485751714),\n",
+ " ('##ur', 0.016483046513021214),\n",
+ " ('##nt', 0.016016739337704203),\n",
+ " ('##chu', 0.015601898501551158),\n",
+ " ('lui', 0.014232570873439493),\n",
+ " ('d', 0.012780386271698287),\n",
+ " ('app', 0.012536523456252611),\n",
+ " ('##s', 0.011660356091300485),\n",
+ " ('Ce', 0.010793171581974913),\n",
+ " ('le', 0.010778818997477383),\n",
+ " ('##ée', 0.009759282079499483),\n",
+ " ('##oit', 0.008672358830146106),\n",
+ " ('##arten', 0.008646284725542878),\n",
+ " ('il', 0.005702086021636536),\n",
+ " ('##NS', 0.005693935541883908),\n",
+ " ('en', 0.0043551674016225304),\n",
+ " ('##éra', 0.004037004014395021),\n",
+ " ('##ort', 0.003902753055284708),\n",
+ " ('##CE', 0.0003593292110211764),\n",
+ " ('[CLS]', 0.0),\n",
+ " ('[SEP]', 0.0),\n",
+ " ('##ut', -9.915939616175563e-05),\n",
+ " ('##réa', -0.0010687617835396714),\n",
+ " ('##ieme', -0.007155774598079843),\n",
+ " ('##z', -0.008830385943257218),\n",
+ " ('au', -0.010348566917927805),\n",
+ " ('Lionel', -0.013749864105647325),\n",
+ " ('##é', -0.015446660519507572),\n",
+ " ('Lu', -0.020325085739928896),\n",
+ " ('que', -0.020383708539975235),\n",
+ " ('TU', -0.021388873125663347),\n",
+ " ('-', -0.025802582476853374),\n",
+ " ('des', -0.027998968502838124),\n",
+ " ('##AR', -0.029229992016931022),\n",
+ " ('B', -0.029730676972465106),\n",
+ " ('##RD', -0.030606004670801854),\n",
+ " ('du', -0.04385291573716607),\n",
+ " ('.', -0.04457615506556049),\n",
+ " ('no', -0.047490509302559034),\n",
+ " ('ou', -0.04832152919030737),\n",
+ " ('qui', -0.05547125005789886),\n",
+ " ('CL', -0.07023955246241759),\n",
+ " (',', -0.07295463363450089),\n",
+ " ('peuples', -0.15972786319846213),\n",
+ " ('mariage', -0.2230970846131238),\n",
+ " ('&', -0.2716457925014497)]"
+ ]
+ },
+ "execution_count": 118,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "\n",
+ "l = [(k, v) for k, v in d['Histoire'].items()]\n",
+ "l.sort(key=lambda a: a[1], reverse = True)\n",
+ "l"
+ ]
+ },
{
"cell_type": "code",
"execution_count": null,
--
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