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Ahmad Qamar atqamar

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@atqamar
atqamar / gist:59d1ee410f47ea3e3df42607e08c87ba
Last active November 19, 2019 22:32
hammer_vs_transaction_order
WITH
transacting_clients AS
(
SELECT
client_number,
COUNT(*) AS transaction_count,
AVG(hammer_usd) transaction_avg
FROM
`sothebys-data.published.sothebys_transactions`
WHERE
@atqamar
atqamar / labels2categories.py
Last active September 7, 2017 22:13
TG labels to categories mapping
# 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
atqamar / tg_layers.py
Created August 2, 2017 00:53
TG wrappers to enable padding for slim's layers
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
atqamar / fashionnet.py
Last active April 27, 2018 03:43
Rough draft of fashionnet using slim
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
atqamar / gist:e4d9ea8aa5047b6f05e4f0a0560bbb44
Created October 8, 2016 02:33
TG Metadata Extraction Labels
COLOR
brown leather
color acid green
color anthracite
color azure
color beige
color black
color black leather
color blackgold
color blackwhite
@atqamar
atqamar / gist:7b465c353abeeae0f103d2d357857d28
Created October 8, 2016 02:13
TG Object Detector Categories
backpack
bag other
bikini
bra
dress
earring
eyewear
footwear regular
footwear tall
gloves
@atqamar
atqamar / gist:0eb8a948753a5ceab99b3f432c501efa
Last active September 28, 2016 03:05
Categories with "Clothing" or "Apparel"
<# 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
atqamar / gist:a1940c55a81a769f8364d30c4396bc68
Created September 16, 2016 22:40
Categories that occur at different levels of the heirarchy
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
atqamar / gist:c286606c45eeacb55d423a1ab3ebd18f
Created September 6, 2016 19:59
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.$apply (http://ai-platform.withthebest.com/app.js:132:459)
at addResult (http://ai-platform.withthebest.com/app.js:11346:25600)
at new <anonymous> (http://ai-platform.withthebest.com/app.js:11346:26510)
at Object.e [as invoke] (http://ai-platform.withthebest.com/app.js:42:315)
at y.instance (http://ai-platform.withthebest.com/app.js:82:79)
@atqamar
atqamar / gist:14d9ea74275df0d1d4c673e8335d785c
Created September 6, 2016 19:59
Synchronous XMLHttpRequest on the main thread is deprecated because of its detrimental effects to the end user's experience. For more help, check https://xhr.spec.whatwg.org/.
app.js:108 Error: [$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)