Upload sd_token_similarity_calculator.ipynb
Browse files- sd_token_similarity_calculator.ipynb +2180 -193
sd_token_similarity_calculator.ipynb
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@@ -11,6 +11,1720 @@
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"language_info": {
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"name": "python"
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| 14 |
}
|
| 15 |
},
|
| 16 |
"cells": [
|
|
@@ -67,13 +1781,34 @@
|
|
| 67 |
" similarity_pcnt_aprox = round(similarity_pcnt, 3)\n",
|
| 68 |
" result = f'{similarity_pcnt_aprox} %'\n",
|
| 69 |
" return result\n",
|
| 70 |
-
"
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| 71 |
],
|
| 72 |
"metadata": {
|
| 73 |
-
"id": "Ch9puvwKH1s3"
|
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| 74 |
},
|
| 75 |
-
"execution_count":
|
| 76 |
-
"outputs": [
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| 77 |
},
|
| 78 |
{
|
| 79 |
"cell_type": "code",
|
|
@@ -112,10 +1847,150 @@
|
|
| 112 |
"_A = LA.vector_norm(A, ord=2)"
|
| 113 |
],
|
| 114 |
"metadata": {
|
| 115 |
-
"id": "RPdkYzT2_X85"
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},
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},
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{
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"cell_type": "markdown",
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@@ -130,7 +2005,7 @@
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"cell_type": "code",
|
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"source": [
|
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"mix_with = \"\" # @param {type:'string'}\n",
|
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"mix_method =
|
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"w = 0.5 # @param {type:\"slider\", min:0, max:1, step:0.01}\n",
|
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"\n",
|
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"\n",
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@@ -156,7 +2031,7 @@
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"metadata": {
|
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"id": "oXbNSRSKPgRr"
|
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},
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"outputs": []
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},
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{
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@@ -191,10 +2066,22 @@
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| 191 |
" print(f'Calculated all cosine-similarities between the token {vocab[id_A]} with ID = {id_A} the rest of the {NUM_TOKENS} tokens as a 1x{sorted.shape[0]} tensor')"
|
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],
|
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"metadata": {
|
| 194 |
-
"id": "juxsvco9B0iV"
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},
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"cell_type": "markdown",
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"base_uri": "https://localhost:8080/"
|
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},
|
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"collapsed": true,
|
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"outputId": "
|
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},
|
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"execution_count":
|
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"outputs": [
|
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{
|
| 240 |
"output_type": "stream",
|
| 241 |
"name": "stdout",
|
| 242 |
"text": [
|
| 243 |
"banana</w>\n",
|
| 244 |
-
"similiarity =
|
| 245 |
-
"
|
| 246 |
-
"similiarity = 72.49 %\n",
|
| 247 |
"bananas</w>\n",
|
| 248 |
-
"similiarity =
|
| 249 |
-
"
|
| 250 |
-
"similiarity = 27.19 %\n",
|
| 251 |
"banan\n",
|
| 252 |
-
"similiarity =
|
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| 253 |
"ðŁįĮ</w>\n",
|
| 254 |
-
"similiarity =
|
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"
|
| 256 |
-
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|
| 257 |
-
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|
| 258 |
-
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|
| 259 |
-
"cucumber</w>\n",
|
| 260 |
-
"similiarity = 17.36 %\n",
|
| 261 |
-
"nutella</w>\n",
|
| 262 |
-
"similiarity = 17.33 %\n",
|
| 263 |
-
"camel</w>\n",
|
| 264 |
-
"similiarity = 17.22 %\n",
|
| 265 |
-
"eggplant</w>\n",
|
| 266 |
-
"similiarity = 17.13 %\n",
|
| 267 |
-
"swimsuit</w>\n",
|
| 268 |
-
"similiarity = 16.62 %\n",
|
| 269 |
"chicken</w>\n",
|
| 270 |
-
"similiarity =
|
| 271 |
-
"
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| 272 |
-
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| 273 |
"grape</w>\n",
|
| 274 |
-
"similiarity = 16.
|
| 275 |
-
"
|
| 276 |
-
"
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| 277 |
"mango</w>\n",
|
| 278 |
-
"similiarity = 16.
|
| 279 |
-
"
|
| 280 |
-
"
|
| 281 |
-
"
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| 282 |
"similiarity = 15.62 %\n",
|
| 283 |
-
"
|
| 284 |
-
"
|
| 285 |
-
"
|
| 286 |
-
"
|
| 287 |
-
"
|
| 288 |
-
"similiarity = 15.
|
| 289 |
-
"
|
| 290 |
-
"
|
| 291 |
-
"
|
| 292 |
-
"
|
| 293 |
-
"
|
| 294 |
-
"similiarity = 15.
|
| 295 |
-
"
|
| 296 |
-
"similiarity = 15.27 %\n",
|
| 297 |
-
"underwear</w>\n",
|
| 298 |
-
"similiarity = 15.26 %\n",
|
| 299 |
-
"sunbathing</w>\n",
|
| 300 |
-
"similiarity = 15.15 %\n",
|
| 301 |
"potato</w>\n",
|
| 302 |
-
"similiarity = 15.
|
| 303 |
-
"
|
| 304 |
-
"
|
| 305 |
-
"
|
| 306 |
-
"
|
| 307 |
-
"selfie</w>\n",
|
| 308 |
-
"similiarity = 14.85 %\n",
|
| 309 |
-
"features</w>\n",
|
| 310 |
-
"similiarity = 14.82 %\n",
|
| 311 |
-
"know\n",
|
| 312 |
-
"similiarity = 14.79 %\n",
|
| 313 |
-
"oilpainting</w>\n",
|
| 314 |
-
"similiarity = 14.7 %\n",
|
| 315 |
-
"reas\n",
|
| 316 |
-
"similiarity = 14.63 %\n",
|
| 317 |
"croissant</w>\n",
|
| 318 |
-
"similiarity =
|
| 319 |
-
"
|
| 320 |
-
"
|
| 321 |
-
"
|
| 322 |
-
"
|
| 323 |
-
"
|
| 324 |
-
"similiarity =
|
| 325 |
-
"
|
| 326 |
-
"
|
| 327 |
-
"
|
| 328 |
-
"
|
| 329 |
-
"
|
| 330 |
-
"similiarity = 14.
|
| 331 |
-
"
|
| 332 |
-
"
|
| 333 |
-
"
|
| 334 |
-
"
|
| 335 |
-
"
|
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|
|
|
|
| 336 |
"similiarity = 14.3 %\n",
|
| 337 |
-
"
|
| 338 |
-
"
|
| 339 |
-
"
|
| 340 |
-
"
|
| 341 |
-
"
|
| 342 |
-
"similiarity = 14.
|
| 343 |
-
"
|
| 344 |
-
"
|
| 345 |
-
"
|
| 346 |
-
"
|
| 347 |
-
"
|
| 348 |
"similiarity = 14.09 %\n",
|
| 349 |
-
"
|
| 350 |
-
"
|
| 351 |
-
"
|
| 352 |
-
"
|
| 353 |
-
"
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
| 354 |
"similiarity = 13.91 %\n",
|
| 355 |
-
"
|
|
|
|
| 356 |
"similiarity = 13.9 %\n",
|
| 357 |
-
"
|
| 358 |
-
"
|
| 359 |
-
"
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 360 |
"similiarity = 13.78 %\n",
|
| 361 |
-
"
|
| 362 |
-
"
|
| 363 |
-
"
|
| 364 |
-
"
|
| 365 |
-
"
|
| 366 |
-
"similiarity = 13.
|
| 367 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 368 |
"similiarity = 13.69 %\n",
|
| 369 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 370 |
"similiarity = 13.62 %\n",
|
| 371 |
-
"
|
| 372 |
-
"
|
| 373 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 374 |
"similiarity = 13.58 %\n",
|
| 375 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 376 |
"similiarity = 13.55 %\n",
|
| 377 |
-
"
|
| 378 |
-
"
|
| 379 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 380 |
"similiarity = 13.45 %\n",
|
| 381 |
-
"
|
| 382 |
-
"
|
| 383 |
-
"
|
| 384 |
-
"
|
| 385 |
-
"
|
| 386 |
-
"similiarity = 13.
|
| 387 |
-
"
|
| 388 |
-
"
|
| 389 |
-
"
|
| 390 |
-
"
|
| 391 |
-
"
|
| 392 |
-
"similiarity = 13.
|
| 393 |
-
"
|
| 394 |
-
"
|
| 395 |
-
"
|
| 396 |
-
"
|
| 397 |
-
"animal</w>\n",
|
| 398 |
-
"similiarity = 13.31 %\n",
|
| 399 |
-
"malayalam</w>\n",
|
| 400 |
-
"similiarity = 13.25 %\n",
|
| 401 |
-
"mustache</w>\n",
|
| 402 |
-
"similiarity = 13.25 %\n",
|
| 403 |
-
"mrc</w>\n",
|
| 404 |
-
"similiarity = 13.24 %\n",
|
| 405 |
-
"yuri</w>\n",
|
| 406 |
-
"similiarity = 13.23 %\n",
|
| 407 |
-
"japanese</w>\n",
|
| 408 |
-
"similiarity = 13.19 %\n",
|
| 409 |
-
"gibbs</w>\n",
|
| 410 |
-
"similiarity = 13.16 %\n",
|
| 411 |
-
"ðŁĻĤ\n",
|
| 412 |
-
"similiarity = 13.15 %\n",
|
| 413 |
-
"rhubarb</w>\n",
|
| 414 |
-
"similiarity = 13.14 %\n",
|
| 415 |
-
"trac\n",
|
| 416 |
-
"similiarity = 13.13 %\n",
|
| 417 |
-
"polaroid</w>\n",
|
| 418 |
-
"similiarity = 13.08 %\n",
|
| 419 |
-
"lunch</w>\n",
|
| 420 |
-
"similiarity = 13.04 %\n",
|
| 421 |
-
"sandal</w>\n",
|
| 422 |
-
"similiarity = 13.03 %\n",
|
| 423 |
-
"popart</w>\n",
|
| 424 |
-
"similiarity = 13.02 %\n",
|
| 425 |
-
"kissing</w>\n",
|
| 426 |
-
"similiarity = 13.02 %\n",
|
| 427 |
-
"funeral</w>\n",
|
| 428 |
-
"similiarity = 13.02 %\n",
|
| 429 |
-
"runway</w>\n",
|
| 430 |
-
"similiarity = 13.01 %\n",
|
| 431 |
-
"milk\n",
|
| 432 |
-
"similiarity = 12.98 %\n",
|
| 433 |
-
"tutu</w>\n",
|
| 434 |
-
"similiarity = 12.96 %\n",
|
| 435 |
-
"flag</w>\n",
|
| 436 |
-
"similiarity = 12.95 %\n",
|
| 437 |
-
"hours</w>\n",
|
| 438 |
-
"similiarity = 12.95 %\n",
|
| 439 |
"monet</w>\n",
|
| 440 |
-
"similiarity =
|
| 441 |
-
"
|
| 442 |
-
"similiarity = 12.89 %\n"
|
| 443 |
]
|
| 444 |
}
|
| 445 |
]
|
|
|
|
| 11 |
},
|
| 12 |
"language_info": {
|
| 13 |
"name": "python"
|
| 14 |
+
},
|
| 15 |
+
"widgets": {
|
| 16 |
+
"application/vnd.jupyter.widget-state+json": {
|
| 17 |
+
"7b073d9c166a45539c651ecd0b27285c": {
|
| 18 |
+
"model_module": "@jupyter-widgets/controls",
|
| 19 |
+
"model_name": "HBoxModel",
|
| 20 |
+
"model_module_version": "1.5.0",
|
| 21 |
+
"state": {
|
| 22 |
+
"_dom_classes": [],
|
| 23 |
+
"_model_module": "@jupyter-widgets/controls",
|
| 24 |
+
"_model_module_version": "1.5.0",
|
| 25 |
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"_model_name": "HBoxModel",
|
| 26 |
+
"_view_count": null,
|
| 27 |
+
"_view_module": "@jupyter-widgets/controls",
|
| 28 |
+
"_view_module_version": "1.5.0",
|
| 29 |
+
"_view_name": "HBoxView",
|
| 30 |
+
"box_style": "",
|
| 31 |
+
"children": [
|
| 32 |
+
"IPY_MODEL_ffba5f49ba214984b8329b4e06e40dcf",
|
| 33 |
+
"IPY_MODEL_e69b98b68527488cbb7c1ee5f6011a92",
|
| 34 |
+
"IPY_MODEL_983145e29ab84636b1e266c73eeb6889"
|
| 35 |
+
],
|
| 36 |
+
"layout": "IPY_MODEL_278c2c021faf4f2696c03070fc3511bf"
|
| 37 |
+
}
|
| 38 |
+
},
|
| 39 |
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"ffba5f49ba214984b8329b4e06e40dcf": {
|
| 40 |
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"model_module": "@jupyter-widgets/controls",
|
| 41 |
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"model_name": "HTMLModel",
|
| 42 |
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"model_module_version": "1.5.0",
|
| 43 |
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"state": {
|
| 44 |
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"_dom_classes": [],
|
| 45 |
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"_model_module": "@jupyter-widgets/controls",
|
| 46 |
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"_model_module_version": "1.5.0",
|
| 47 |
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"_model_name": "HTMLModel",
|
| 48 |
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"_view_count": null,
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| 49 |
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"_view_module": "@jupyter-widgets/controls",
|
| 50 |
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"_view_module_version": "1.5.0",
|
| 51 |
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"_view_name": "HTMLView",
|
| 52 |
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"description": "",
|
| 53 |
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{
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"output_type": "display_data",
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"data": {
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{
|
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"output_type": "stream",
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"name": "stdout",
|
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"text": [
|
| 1990 |
+
"[49406, 8922, 49407]\n"
|
| 1991 |
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]
|
| 1992 |
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]
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| 2005 |
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|
| 2006 |
"source": [
|
| 2007 |
"mix_with = \"\" # @param {type:'string'}\n",
|
| 2008 |
+
"mix_method = \"None\" # @param [\"None\" , \"Average\", \"Subtract\"] {allow-input: true}\n",
|
| 2009 |
"w = 0.5 # @param {type:\"slider\", min:0, max:1, step:0.01}\n",
|
| 2010 |
"\n",
|
| 2011 |
"\n",
|
|
|
|
| 2031 |
"metadata": {
|
| 2032 |
"id": "oXbNSRSKPgRr"
|
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|
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"outputs": []
|
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},
|
| 2037 |
{
|
|
|
|
| 2066 |
" print(f'Calculated all cosine-similarities between the token {vocab[id_A]} with ID = {id_A} the rest of the {NUM_TOKENS} tokens as a 1x{sorted.shape[0]} tensor')"
|
| 2067 |
],
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"outputs": [
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{
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"output_type": "stream",
|
| 2079 |
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"name": "stdout",
|
| 2080 |
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"text": [
|
| 2081 |
+
"Calculated all cosine-similarities between the token banana</w> with ID = 8922 the rest of the 49407 tokens as a 1x49407 tensor\n"
|
| 2082 |
+
]
|
| 2083 |
+
}
|
| 2084 |
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]
|
| 2085 |
},
|
| 2086 |
{
|
| 2087 |
"cell_type": "markdown",
|
|
|
|
| 2119 |
"base_uri": "https://localhost:8080/"
|
| 2120 |
},
|
| 2121 |
"collapsed": true,
|
| 2122 |
+
"outputId": "a03b49b8-a6ec-457b-f78e-be3cb3029eae"
|
| 2123 |
},
|
| 2124 |
+
"execution_count": 7,
|
| 2125 |
"outputs": [
|
| 2126 |
{
|
| 2127 |
"output_type": "stream",
|
| 2128 |
"name": "stdout",
|
| 2129 |
"text": [
|
| 2130 |
"banana</w>\n",
|
| 2131 |
+
"similiarity = 100.0 %\n",
|
| 2132 |
+
"--------\n",
|
|
|
|
| 2133 |
"bananas</w>\n",
|
| 2134 |
+
"similiarity = 38.93 %\n",
|
| 2135 |
+
"--------\n",
|
|
|
|
| 2136 |
"banan\n",
|
| 2137 |
+
"similiarity = 30.8 %\n",
|
| 2138 |
+
"--------\n",
|
| 2139 |
"ðŁįĮ</w>\n",
|
| 2140 |
+
"similiarity = 27.12 %\n",
|
| 2141 |
+
"--------\n",
|
| 2142 |
+
"pineapple</w>\n",
|
| 2143 |
+
"similiarity = 19.7 %\n",
|
| 2144 |
+
"--------\n",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2145 |
"chicken</w>\n",
|
| 2146 |
+
"similiarity = 19.24 %\n",
|
| 2147 |
+
"--------\n",
|
| 2148 |
+
"potassium</w>\n",
|
| 2149 |
+
"similiarity = 19.21 %\n",
|
| 2150 |
+
"--------\n",
|
| 2151 |
+
"sausage</w>\n",
|
| 2152 |
+
"similiarity = 19.07 %\n",
|
| 2153 |
+
"--------\n",
|
| 2154 |
+
"lemon</w>\n",
|
| 2155 |
+
"similiarity = 18.82 %\n",
|
| 2156 |
+
"--------\n",
|
| 2157 |
+
"orange</w>\n",
|
| 2158 |
+
"similiarity = 18.42 %\n",
|
| 2159 |
+
"--------\n",
|
| 2160 |
+
"peanut</w>\n",
|
| 2161 |
+
"similiarity = 17.84 %\n",
|
| 2162 |
+
"--------\n",
|
| 2163 |
+
"parachute</w>\n",
|
| 2164 |
+
"similiarity = 17.19 %\n",
|
| 2165 |
+
"--------\n",
|
| 2166 |
+
"duck\n",
|
| 2167 |
+
"similiarity = 16.8 %\n",
|
| 2168 |
+
"--------\n",
|
| 2169 |
+
"yellow</w>\n",
|
| 2170 |
+
"similiarity = 16.21 %\n",
|
| 2171 |
+
"--------\n",
|
| 2172 |
"grape</w>\n",
|
| 2173 |
+
"similiarity = 16.19 %\n",
|
| 2174 |
+
"--------\n",
|
| 2175 |
+
"kangaroo</w>\n",
|
| 2176 |
+
"similiarity = 16.13 %\n",
|
| 2177 |
+
"--------\n",
|
| 2178 |
+
"apple</w>\n",
|
| 2179 |
+
"similiarity = 16.13 %\n",
|
| 2180 |
+
"--------\n",
|
| 2181 |
+
"tangerine</w>\n",
|
| 2182 |
+
"similiarity = 16.08 %\n",
|
| 2183 |
+
"--------\n",
|
| 2184 |
+
"giraffe</w>\n",
|
| 2185 |
+
"similiarity = 16.04 %\n",
|
| 2186 |
+
"--------\n",
|
| 2187 |
"mango</w>\n",
|
| 2188 |
+
"similiarity = 16.03 %\n",
|
| 2189 |
+
"--------\n",
|
| 2190 |
+
"rubber</w>\n",
|
| 2191 |
+
"similiarity = 15.95 %\n",
|
| 2192 |
+
"--------\n",
|
| 2193 |
+
"bamboo</w>\n",
|
| 2194 |
+
"similiarity = 15.88 %\n",
|
| 2195 |
+
"--------\n",
|
| 2196 |
+
"umbrella</w>\n",
|
| 2197 |
+
"similiarity = 15.82 %\n",
|
| 2198 |
+
"--------\n",
|
| 2199 |
+
"nutella</w>\n",
|
| 2200 |
+
"similiarity = 15.69 %\n",
|
| 2201 |
+
"--------\n",
|
| 2202 |
+
"ferrari</w>\n",
|
| 2203 |
+
"similiarity = 15.69 %\n",
|
| 2204 |
+
"--------\n",
|
| 2205 |
+
"oranges</w>\n",
|
| 2206 |
+
"similiarity = 15.65 %\n",
|
| 2207 |
+
"--------\n",
|
| 2208 |
+
"peanuts</w>\n",
|
| 2209 |
"similiarity = 15.62 %\n",
|
| 2210 |
+
"--------\n",
|
| 2211 |
+
"ali</w>\n",
|
| 2212 |
+
"similiarity = 15.49 %\n",
|
| 2213 |
+
"--------\n",
|
| 2214 |
+
"dae</w>\n",
|
| 2215 |
+
"similiarity = 15.45 %\n",
|
| 2216 |
+
"--------\n",
|
| 2217 |
+
"apd</w>\n",
|
| 2218 |
+
"similiarity = 15.43 %\n",
|
| 2219 |
+
"--------\n",
|
| 2220 |
+
"cucumber</w>\n",
|
| 2221 |
+
"similiarity = 15.32 %\n",
|
| 2222 |
+
"--------\n",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2223 |
"potato</w>\n",
|
| 2224 |
+
"similiarity = 15.22 %\n",
|
| 2225 |
+
"--------\n",
|
| 2226 |
+
"monkey</w>\n",
|
| 2227 |
+
"similiarity = 15.2 %\n",
|
| 2228 |
+
"--------\n",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2229 |
"croissant</w>\n",
|
| 2230 |
+
"similiarity = 15.18 %\n",
|
| 2231 |
+
"--------\n",
|
| 2232 |
+
"papaya</w>\n",
|
| 2233 |
+
"similiarity = 15.17 %\n",
|
| 2234 |
+
"--------\n",
|
| 2235 |
+
"christmas</w>\n",
|
| 2236 |
+
"similiarity = 15.12 %\n",
|
| 2237 |
+
"--------\n",
|
| 2238 |
+
"sandwich</w>\n",
|
| 2239 |
+
"similiarity = 15.0 %\n",
|
| 2240 |
+
"--------\n",
|
| 2241 |
+
"rainbow</w>\n",
|
| 2242 |
+
"similiarity = 14.98 %\n",
|
| 2243 |
+
"--------\n",
|
| 2244 |
+
"tomato</w>\n",
|
| 2245 |
+
"similiarity = 14.96 %\n",
|
| 2246 |
+
"--------\n",
|
| 2247 |
+
"martini</w>\n",
|
| 2248 |
+
"similiarity = 14.93 %\n",
|
| 2249 |
+
"--------\n",
|
| 2250 |
+
"cabaret</w>\n",
|
| 2251 |
+
"similiarity = 14.83 %\n",
|
| 2252 |
+
"--------\n",
|
| 2253 |
+
"ginger</w>\n",
|
| 2254 |
+
"similiarity = 14.82 %\n",
|
| 2255 |
+
"--------\n",
|
| 2256 |
+
"µ\n",
|
| 2257 |
+
"similiarity = 14.8 %\n",
|
| 2258 |
+
"--------\n",
|
| 2259 |
+
"animal</w>\n",
|
| 2260 |
+
"similiarity = 14.76 %\n",
|
| 2261 |
+
"--------\n",
|
| 2262 |
+
"vanilla</w>\n",
|
| 2263 |
+
"similiarity = 14.73 %\n",
|
| 2264 |
+
"--------\n",
|
| 2265 |
+
"ells</w>\n",
|
| 2266 |
+
"similiarity = 14.66 %\n",
|
| 2267 |
+
"--------\n",
|
| 2268 |
+
"mustache</w>\n",
|
| 2269 |
+
"similiarity = 14.64 %\n",
|
| 2270 |
+
"--------\n",
|
| 2271 |
+
"lime</w>\n",
|
| 2272 |
+
"similiarity = 14.62 %\n",
|
| 2273 |
+
"--------\n",
|
| 2274 |
+
"sickle</w>\n",
|
| 2275 |
+
"similiarity = 14.6 %\n",
|
| 2276 |
+
"--------\n",
|
| 2277 |
+
"vista</w>\n",
|
| 2278 |
+
"similiarity = 14.53 %\n",
|
| 2279 |
+
"--------\n",
|
| 2280 |
+
"coconut</w>\n",
|
| 2281 |
+
"similiarity = 14.52 %\n",
|
| 2282 |
+
"--------\n",
|
| 2283 |
+
"kara</w>\n",
|
| 2284 |
+
"similiarity = 14.46 %\n",
|
| 2285 |
+
"--------\n",
|
| 2286 |
+
"alligator</w>\n",
|
| 2287 |
+
"similiarity = 14.39 %\n",
|
| 2288 |
+
"--------\n",
|
| 2289 |
+
"blueberry</w>\n",
|
| 2290 |
+
"similiarity = 14.34 %\n",
|
| 2291 |
+
"--------\n",
|
| 2292 |
+
"ðŁĻĤ\n",
|
| 2293 |
"similiarity = 14.3 %\n",
|
| 2294 |
+
"--------\n",
|
| 2295 |
+
"squirrel</w>\n",
|
| 2296 |
+
"similiarity = 14.29 %\n",
|
| 2297 |
+
"--------\n",
|
| 2298 |
+
"atore</w>\n",
|
| 2299 |
+
"similiarity = 14.19 %\n",
|
| 2300 |
+
"--------\n",
|
| 2301 |
+
"watermelon</w>\n",
|
| 2302 |
+
"similiarity = 14.13 %\n",
|
| 2303 |
+
"--------\n",
|
| 2304 |
+
"nana</w>\n",
|
| 2305 |
"similiarity = 14.09 %\n",
|
| 2306 |
+
"--------\n",
|
| 2307 |
+
"latex</w>\n",
|
| 2308 |
+
"similiarity = 14.08 %\n",
|
| 2309 |
+
"--------\n",
|
| 2310 |
+
"reas\n",
|
| 2311 |
+
"similiarity = 14.07 %\n",
|
| 2312 |
+
"--------\n",
|
| 2313 |
+
"agricultural</w>\n",
|
| 2314 |
+
"similiarity = 14.02 %\n",
|
| 2315 |
+
"--------\n",
|
| 2316 |
+
"davis\n",
|
| 2317 |
+
"similiarity = 14.0 %\n",
|
| 2318 |
+
"--------\n",
|
| 2319 |
+
"zucchini</w>\n",
|
| 2320 |
+
"similiarity = 14.0 %\n",
|
| 2321 |
+
"--------\n",
|
| 2322 |
+
"saxophone</w>\n",
|
| 2323 |
+
"similiarity = 13.93 %\n",
|
| 2324 |
+
"--------\n",
|
| 2325 |
+
"rough\n",
|
| 2326 |
+
"similiarity = 13.92 %\n",
|
| 2327 |
+
"--------\n",
|
| 2328 |
+
"mozzarella</w>\n",
|
| 2329 |
"similiarity = 13.91 %\n",
|
| 2330 |
+
"--------\n",
|
| 2331 |
+
"eggplant</w>\n",
|
| 2332 |
"similiarity = 13.9 %\n",
|
| 2333 |
+
"--------\n",
|
| 2334 |
+
"pickle</w>\n",
|
| 2335 |
+
"similiarity = 13.89 %\n",
|
| 2336 |
+
"--------\n",
|
| 2337 |
+
"tortilla</w>\n",
|
| 2338 |
+
"similiarity = 13.88 %\n",
|
| 2339 |
+
"--------\n",
|
| 2340 |
+
"maniac</w>\n",
|
| 2341 |
+
"similiarity = 13.84 %\n",
|
| 2342 |
+
"--------\n",
|
| 2343 |
+
"milk</w>\n",
|
| 2344 |
+
"similiarity = 13.83 %\n",
|
| 2345 |
+
"--------\n",
|
| 2346 |
+
"ylde</w>\n",
|
| 2347 |
+
"similiarity = 13.82 %\n",
|
| 2348 |
+
"--------\n",
|
| 2349 |
+
"cellphone</w>\n",
|
| 2350 |
"similiarity = 13.78 %\n",
|
| 2351 |
+
"--------\n",
|
| 2352 |
+
"duck</w>\n",
|
| 2353 |
+
"similiarity = 13.73 %\n",
|
| 2354 |
+
"--------\n",
|
| 2355 |
+
"finely</w>\n",
|
| 2356 |
+
"similiarity = 13.72 %\n",
|
| 2357 |
+
"--------\n",
|
| 2358 |
+
"umbrel\n",
|
| 2359 |
+
"similiarity = 13.71 %\n",
|
| 2360 |
+
"--------\n",
|
| 2361 |
+
"fanny</w>\n",
|
| 2362 |
"similiarity = 13.69 %\n",
|
| 2363 |
+
"--------\n",
|
| 2364 |
+
"navis</w>\n",
|
| 2365 |
+
"similiarity = 13.68 %\n",
|
| 2366 |
+
"--------\n",
|
| 2367 |
+
"twister</w>\n",
|
| 2368 |
+
"similiarity = 13.67 %\n",
|
| 2369 |
+
"--------\n",
|
| 2370 |
+
"moustache</w>\n",
|
| 2371 |
+
"similiarity = 13.66 %\n",
|
| 2372 |
+
"--------\n",
|
| 2373 |
+
"manafort</w>\n",
|
| 2374 |
+
"similiarity = 13.66 %\n",
|
| 2375 |
+
"--------\n",
|
| 2376 |
+
"nod</w>\n",
|
| 2377 |
"similiarity = 13.62 %\n",
|
| 2378 |
+
"--------\n",
|
| 2379 |
+
"dros</w>\n",
|
| 2380 |
+
"similiarity = 13.6 %\n",
|
| 2381 |
+
"--------\n",
|
| 2382 |
+
"grapefruit</w>\n",
|
| 2383 |
+
"similiarity = 13.6 %\n",
|
| 2384 |
+
"--------\n",
|
| 2385 |
+
"broom</w>\n",
|
| 2386 |
+
"similiarity = 13.59 %\n",
|
| 2387 |
+
"--------\n",
|
| 2388 |
+
"scorpion</w>\n",
|
| 2389 |
+
"similiarity = 13.59 %\n",
|
| 2390 |
+
"--------\n",
|
| 2391 |
+
"د\n",
|
| 2392 |
"similiarity = 13.58 %\n",
|
| 2393 |
+
"--------\n",
|
| 2394 |
+
"fruit\n",
|
| 2395 |
+
"similiarity = 13.57 %\n",
|
| 2396 |
+
"--------\n",
|
| 2397 |
+
"dv\n",
|
| 2398 |
"similiarity = 13.55 %\n",
|
| 2399 |
+
"--------\n",
|
| 2400 |
+
"agan\n",
|
| 2401 |
+
"similiarity = 13.53 %\n",
|
| 2402 |
+
"--------\n",
|
| 2403 |
+
"sunflower</w>\n",
|
| 2404 |
+
"similiarity = 13.49 %\n",
|
| 2405 |
+
"--------\n",
|
| 2406 |
+
"banc\n",
|
| 2407 |
+
"similiarity = 13.46 %\n",
|
| 2408 |
+
"--------\n",
|
| 2409 |
+
"literature</w>\n",
|
| 2410 |
"similiarity = 13.45 %\n",
|
| 2411 |
+
"--------\n",
|
| 2412 |
+
"pelican</w>\n",
|
| 2413 |
+
"similiarity = 13.43 %\n",
|
| 2414 |
+
"--------\n",
|
| 2415 |
+
"breakfast</w>\n",
|
| 2416 |
+
"similiarity = 13.42 %\n",
|
| 2417 |
+
"--------\n",
|
| 2418 |
+
"pear</w>\n",
|
| 2419 |
+
"similiarity = 13.42 %\n",
|
| 2420 |
+
"--------\n",
|
| 2421 |
+
"gri\n",
|
| 2422 |
+
"similiarity = 13.42 %\n",
|
| 2423 |
+
"--------\n",
|
| 2424 |
+
"orange\n",
|
| 2425 |
+
"similiarity = 13.4 %\n",
|
| 2426 |
+
"--------\n",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2427 |
"monet</w>\n",
|
| 2428 |
+
"similiarity = 13.4 %\n",
|
| 2429 |
+
"--------\n"
|
|
|
|
| 2430 |
]
|
| 2431 |
}
|
| 2432 |
]
|