tariqul-islam
/ trustworthiness.py
Last active
October 8, 2020 01:52
Numba implementation of Trustworthiness Score
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import numpy as np | |
| import numba | |
| from numba import prange | |
| #Usage: (X,Y) data | |
| #sort_idx,_ = get_first_order_graph(X,n_neighbors=15) | |
| #tt = trustworthiness(Y,sort_idx) | |
| @numba.jit(nopython=True, parallel=True) | |
| def get_first_order_graph(X,n_neighbors): |
tariqul-islam
/ di_function.py
Last active
May 8, 2019 20:04
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import numpy as np | |
| def compute_di_score(features,Y): | |
| ''' | |
| Computes DI Score of a Neural Network Output | |
| For convolution layer, the DI score of each channel is computed | |
| For fully connected layer, the DI score of each node is computed | |
| Input: | |
| features: shape: convolution: Ne,H,W,Nf |
tariqul-islam
/ caffe_time_for_caffenet.py
Last active
April 20, 2019 09:03
How much did you speed up using caffe? Let's check it in reference caffenet.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #This is a basic benchmark code to see how fast | |
| #your GPU is compared to your CPU | |
| # | |
| #Before you begin: | |
| #go to caffe root, copy this code there | |
| #get the bvlc_reference_caffenet using these two commands in caffe root: | |
| #./scripts/download_model_binary.py models/bvlc_reference_caffenet | |
| #./data/ilsvrc12/get_ilsvrc_aux.sh | |
| # |
tariqul-islam
/ Hide some twitter homepage pic
Last active
December 27, 2015 02:48
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| // ==UserScript== | |
| // @name Twitter Home Page Image Hider | |
| // @namespace HH_Twitter_HPIH_HH | |
| // @description Hides the images which are by default open, adds a RE-HIDE button in the navbar, and Show/Hide toggle button in the tweets | |
| // @include http://twitter.com/* | |
| // @include https://twitter.com/* | |
| // @version 1 | |
| // ==/UserScript== | |
tariqul-islam
/ gist:6414698
Last active
May 18, 2022 16:00
A Hack for the popular cookie clicker game found in this website: http://orteil.dashnet.org/cookieclicker/
[Hacking takes all the fun away. Do not use it unless you want to boast to your friends about your score. And never claim directly that your score was original, don't be dishonest.... Now, go out there and use the code my friend... ;) ]
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| //run this in the console of web browser once the site is loaded | |
| Game.cookies = 999999999999; | |
| Game.cookiesPs = 10000; | |
| Game.clickFrenzy = 2; | |
| Game.goldenCookie.delay = 1; |