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mbijon / measure_img_similarity.py
Created October 20, 2019 07:16 — forked from duhaime/measure_img_similarity.py
Compare image similarity in Python using Structural Similarity, Pixel Comparisons, Wasserstein Distance (Earth Mover's Distance), and SIFT
import warnings
from skimage.measure import compare_ssim
from skimage.transform import resize
from scipy.stats import wasserstein_distance
from scipy.misc import imsave
from scipy.ndimage import imread
import numpy as np
import cv2
##
Encoded Traversal Strings:
../
..\
..\/
%2e%2e%2f
%252e%252e%252f
%c0%ae%c0%ae%c0%af
%uff0e%uff0e%u2215
%uff0e%uff0e%u2216
@mbijon
mbijon / nginx.conf
Last active January 26, 2022 15:12 — forked from Stanback/nginx.conf
Nginx CORS-support for proxied Grape/Rails/Passenger APIs
#
# CORS-header support example while nginx proxies Rails/Grape + Passenger
# ...not a complete config file
#
server {
listen 443 ssl;
root /foo/public;
# Modify for API-specific
try_files $uri/index.html $uri @passenger;
@mbijon
mbijon / class-search.php
Created December 11, 2015 08:19 — forked from arsonus/class-search.php
A PHP script to search a MySQL database
<?php
/**
* Performs a search
*
* This class is used to perform search functions in a MySQL database
*
* @version 1.0
* @author John Morris <support@johnmorrisonline.com>
*/
class search {
@mbijon
mbijon / webrick-ssl.rb
Created April 22, 2021 16:14 — forked from demisx/webrick-ssl.rb
Configure Webrick Server as SSL
#!/usr/bin/env ruby
require 'rubygems'
require 'rails/commands/server'
require 'rack'
require 'webrick'
require 'webrick/https'
module Rails
class Server < ::Rack::Server
def default_options
# -*- coding: utf-8 -*-
"""
Created on Fri Dec 21 18:59:49 2018
@author: Nhan Tran
"""
import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
@mbijon
mbijon / doorkeeper_config.md
Created June 2, 2020 19:08 — forked from jiggneshhgohel/doorkeeper_config.md
Doorkeeper (with JWT token) Server and Client applications configuration, references etc

Provider(aka Server)-side configuration, routes, controllers etc

Rails 5.0.0.1

Doorkeeper 4.2.6

Devise 4.2.0

Gemfile

@mbijon
mbijon / adabound.py
Created May 31, 2020 08:40
AdaBound AMSBound for Keras
# coding: utf-8
"""
Based on Luo et al. (2019). Adaptive Gradient Methods with Dynamic Bound of Learning Rate. In Proc. of ICLR 2019.
"""
from tensorflow import keras
class AdaBound(keras.optimizers.Optimizer):
def __init__(self, lr=0.001, beta1=0.9, beta2=0.999, final_lr=0.1, gamma=1e-3, epsilon=None, weight_decay=0, amsbound=False, **kwargs):
super(AdaBound, self).__init__(**kwargs)
with keras.backend.name_scope(self.__class__.__name__):
@mbijon
mbijon / min-char-rnn.py
Created May 13, 2020 05:56 — forked from karpathy/min-char-rnn.py
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np
# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)
@mbijon
mbijon / rbenv-ubuntu.sh
Created February 7, 2020 01:19 — forked from rahul286/rbenv-ubuntu.sh
rbenv ubuntu server cheatsheet
## ubuntu server with bash shell
git clone https://github.com/sstephenson/rbenv.git ~/.rbenv
echo 'export PATH="$HOME/.rbenv/bin:$PATH"' >> ~/.bash_profile
echo 'eval "$(rbenv init -)"' >> ~/.bash_profile
git clone https://github.com/sstephenson/ruby-build.git ~/.rbenv/plugins/ruby-build
## verify
type rbenv