atqamar

WITH
  transacting_clients AS
  (
    SELECT
      client_number,
      COUNT(*) AS transaction_count,
      AVG(hammer_usd) transaction_avg
    FROM
      `sothebys-data.published.sothebys_transactions`
    WHERE

atqamar

# here we list all relevant nums (label ids)
nums = [
    1, 3, 4, 13, 19, 20, 26, 27, 34, 35, 52, 63, 72, 73, 74, 75, 77, 79, 80, 82,
    83, 85, 89, 91, 93, 104, 106, 107, 109, 167, 168, 172, 190, 195, 196, 198, 203,
    204, 205, 206, 208, 209, 215, 218, 219, 235, 246, 266, 271, 273, 288, 289, 290,
    292, 293, 295, 296, 297, 299, 300, 301, 302, 303, 304, 306, 307, 308, 309, 310,
    311, 312, 313, 319, 320, 326, 328, 329, 331, 332, 335, 336, 337, 338, 340, 341,
    343, 344, 347, 348, 349, 350, 351, 352, 354, 355, 357, 358, 360, 361, 362, 363,
    364, 366, 367, 369, 370, 371, 372, 373, 374, 375, 378, 379, 380, 382, 383, 385,
    386, 388, 391, 393, 397, 398, 399, 420, 422, 427, 429, 434, 443, 444, 524, 530,

atqamar

import tensorflow as tf
slim = tf.contrib.slim

VALID_PADDINGS = set(['SAME', 'VALID'])


# NOTES: even though pad_* functions aren't decorated by add_arg_scope, the
#        convolutions within are within the arg_scope
#
#        layer arguments are copied from:

atqamar

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

import tensorflow as tf

# from nets import inception_utils

from slim.nets.tg_layers import pad_conv2d, pad_max_pool2d, pad_avg_pool2d

atqamar

COLOR
brown leather
color acid green
color anthracite
color azure
color beige
color black
color black leather
color blackgold
color blackwhite

atqamar

backpack
bag other
bikini
bra
dress
earring
eyewear
footwear regular
footwear tall
gloves

atqamar

<# of products> <Category leaf>
      25  Boutique~~Clothing
      37  Boutique~~Clothing Accessories
      33  Boutique~~Clothing Accessories~~Belt
      19  Boutique~~Clothing Accessories~~Eyewear
       3  Boutique~~Clothing Accessories~~Gloves
      53  Boutique~~Clothing Accessories~~Keychain
       5  Boutique~~Clothing Accessories~~Lanyard
       6  Boutique~~Clothing Accessories~~Leg Warmers
      18  Boutique~~Clothing Accessories~~Scarf

atqamar

Level 1
Jazz [2] | Body, Mind & Spirit [2] | Body, Mind & Spirit [3] | Boutique [3] | Poetry [2] | Poetry [3] | Religion [2] | Pets [2] | Christian & Gospel [2] | Psychology [2] | Automotive, Boat And Motorcycle [2] | Photography [2] | Photography [3] | Philosophy [2] | Philosophy [3] | Software [3] | Software [4] | Karaoke [2] | Karaoke [3] | Juvenile Fiction [2] | Action Figures & Collectibles [2] | Juvenile Nonfiction [2] | Musical Instruments [3] | Crafts [2] | Art [2] | Art [3] | Study Aids [2] | Reference [2] | Reference [3] | Literary Criticism [2] | Education [2] | Education [3] | Literary Collections [2] | Business & Industrial [2] | Crafts & Hobbies [2] | Crafts & Hobbies [3] | Antiques [2] | Sports [2] | Sports [3] | Easy Listening [2] | Office Supplies [3] | Latin [2] | Latin [3] | True Crime [2] | Antiques & Collectibles [2] | Antiques & Collectibles [3] | Pet Toys [2] | Food & Gourmet [2] | Foreign Language Study [2] | Baby [3] | Medical [2] | Medical [3] | Reggae [2] | Pet Supplies [3] | Health

atqamar

Synchronous XMLHttpRequest on the main thread is deprecated because of its detrimental effects to the end user's experience. For more help, check https://xhr.spec.whatwg.org/.
app.js:108 Error: [$rootScope:inprog] http://errors.angularjs.org/1.3.17/$rootScope/inprog?p0=%24apply
    at Error (native)
    at http://ai-platform.withthebest.com/app.js:12:417
    at r (http://ai-platform.withthebest.com/app.js:125:147)
    at m.$apply (http://ai-platform.withthebest.com/app.js:132:459)
    at addResult (http://ai-platform.withthebest.com/app.js:11346:25600)
    at new <anonymous> (http://ai-platform.withthebest.com/app.js:11346:26510)
    at Object.e [as invoke] (http://ai-platform.withthebest.com/app.js:42:315)
    at y.instance (http://ai-platform.withthebest.com/app.js:82:79)

atqamar

Synchronous XMLHttpRequest on the main thread is deprecated because of its detrimental effects to the end user's experience. For more help, check https://xhr.spec.whatwg.org/.
app.js:108 Error: [$rootScope:inprog] http://errors.angularjs.org/1.3.17/$rootScope/inprog?p0=%24apply
    at Error (native)
    at http://ai-platform.withthebest.com/app.js:12:417
    at r (http://ai-platform.withthebest.com/app.js:125:147)
    at m.$apply (http://ai-platform.withthebest.com/app.js:132:459)
    at addResult (http://ai-platform.withthebest.com/app.js:11346:25600)
    at new <anonymous> (http://ai-platform.withthebest.com/app.js:11346:26510)
    at Object.e [as invoke] (http://ai-platform.withthebest.com/app.js:42:315)
    at y.instance (http://ai-platform.withthebest.com/app.js:82:79)