kasimte

# Neural Network config
CONV_FILTERS = [32, 48]
CONV_KERNEL_SIZES = [6, 5]
CONV_STRIDES = [2, 2]

for c, (filters, kernel_size, strides) in enumerate(zip(CONV_FILTERS, CONV_KERNEL_SIZES, CONV_STRIDES)):
    print("index")
    print(c) # this is the index
    # everything else is just unpacked
    print(filters)

kasimte

# Requirements:
# - Python 3
# - gym
#
# This is a sample script that familiarizes one with OpenAI's gym
# environment.
#
# It is modified from:
#
# https://github.com/vmayoral/basic_reinforcement_learning/tree/master/tutorial3

kasimte

import tensorflow as tf

a = tf.constant([[0, 1], [2, 0], [0, 3]])
b = tf.reduce_sum(a)
c = tf.reduce_sum(a, 0) # reduce by column
d = tf.reduce_sum(a, 1) # reduce by row

for tensor in [b, c, d]:
    result = tf.Session().run(tensor)
    print(result)

kasimte

# note, this is for mac
# more: https://blog.jasonmeridth.com/posts/use-git-grep-to-replace-strings-in-files-in-your-git-repository/
git grep -l 'original_text' | xargs sed -i '' -e 's/original_text/new_text/g'

kasimte

source activate environment_name
python script.py

# Example:
#
# Kasim:pytorch-cifar Kasim$ python --version
# Python 2.7.14
# Kasim:pytorch-cifar Kasim$ source activate base
# (base) Kasim:pytorch-cifar Kasim$ python --version
# P ython 3.6.5 :: Anaconda, Inc.

kasimte

import matplotlib.pyplot as plt

fig, ax = plt.subplots()
ax.plot(range(NUM_EPOCH), train_loss1, label="MLP")
ax.plot(range(NUM_EPOCH), train_loss2, label="CNN")
ax.legend()
ax.set(xlabel='Epochs', ylabel='Loss',
       title="Training Loss (MLP vs CNN)")
ax.grid()

kasimte

static func uniqueIdentifier() -> String {
  let quasiUniqueString = ProcessInfo.processInfo.globallyUniqueString
  let index = quasiUniqueString.index(quasiUniqueString.startIndex, offsetBy: 10)
  return quasiUniqueString.substring(to: index)
}

kasimte

var optional: String? = "Hello World"
if let o = optional { // Same as: optional as String!
  print(o)
}
// Output: Hello World.

if let o = optional as String! {
  print(o)
}
// Output: Hello World.

kasimte

- (void)application:(UIApplication *)application
  didReceiveLocalNotification:(UILocalNotification *)notification {
  
  UIViewController *top = [[application keyWindow] rootViewController];
  
  while (top.presentedViewController != nil) {
    top = top.presentedViewController;
  }
  
  UIAlertController *alert =

kasimte

protocol X {
  func myfunc() -> Int
}

protocol Y {
}

protocol Z {
}