da-steve101 / dota2ApiLoader.py

Created December 30, 2016 13:28

	#! /usr/bin/python

	import dota2api
	from dota2api.src.exceptions import APIError, APITimeoutError
	import csv
	from multiprocessing import Pool
	import time
	import sys

	def getMatchInfo( api, matchId ):

da-steve101 / samsung_c5_proc_specs.md

Created May 5, 2017 23:55

Samsung C5 Pro specs

Device configuration for Samsung Galaxy C5 (SM-C5010).

Basic	Specification List
CPU	Octa-core (8x2.2 GHz Cortex-A53 )
Chipset	Qualcomm MSM8953 Snapdragon 625
GPU	Adreno 506
Memory	4 GB
Shipped Android Version	6.0.1

da-steve101 / hangouts_bot.py

Last active May 7, 2017 12:56

a basic chat bot

	from selenium import webdriver
	from selenium.webdriver.common.by import By
	from selenium.webdriver.support.ui import WebDriverWait
	from selenium.webdriver.support import expected_conditions as EC
	from selenium.common import exceptions

	import time
	from retry import retry
	from chatterbot import ChatBot

da-steve101 / rnn_one_output.py

Created May 12, 2017 00:36

This is a modified version of https://gist.github.com/monikkinom/e97d518fe02a79177b081c028a83ec1c

	#Source code with the blog post at http://monik.in/a-noobs-guide-to-implementing-rnn-lstm-using-tensorflow/
	import numpy as np
	import random
	from random import shuffle
	import tensorflow as tf

	# from tensorflow.models.rnn import rnn_cell
	# from tensorflow.models.rnn import rnn

	NUM_EXAMPLES = 10000

da-steve101 / rnn_one_output.py

Last active July 16, 2019 09:14

This is a modified version of https://gist.github.com/monikkinom/e97d518fe02a79177b081c028a83ec1c ... It uses only a single floating point value as the output instead of one hot encoding.

	#Source code with the blog post at http://monik.in/a-noobs-guide-to-implementing-rnn-lstm-using-tensorflow/
	import numpy as np
	import random
	from random import shuffle
	import tensorflow as tf

	# from tensorflow.models.rnn import rnn_cell
	# from tensorflow.models.rnn import rnn

	NUM_EXAMPLES = 10000

da-steve101 / pandemic.py

Last active October 31, 2017 04:11

A script to keep track of cards when playing pandemic season 2. It creates pseudo second deck to keep track of the information you should already know.

	#! /usr/bin/python3

	'''
	deck = List[Set[Card]]

	commands:
	(d)iscard - discard the current infection rate of cards
	(e)pidemic - input the epidemic card from the bottom
	(r)emove - certain cards can remove cards from the discard deck. this command does this
	(u)ndo - revert the last command if mistyped

da-steve101 / pylint_nigg.rc

Created December 1, 2017 00:17

	[MASTER]

	# A comma-separated list of package or module names from where C extensions may
	# be loaded. Extensions are loading into the active Python interpreter and may
	# run arbitrary code
	extension-pkg-whitelist=

	# Add files or directories to the blacklist. They should be base names, not
	# paths.
	ignore=CVS

da-steve101 / quantization.py

Created January 16, 2020 01:20

	# this function is used for quantizing activations
	def quantize( zr, k ): # zr => number to quantize, k => number of bits to use
	scaling = tf.cast( tf.pow( 2.0, k ) - 1, tf.float32 )
	return tf.round( scaling * zr )/scaling # round the number to the nearest quantize value

	# this function applies quantization to activations
	def shaped_relu( x, k = 1.0 ): # x => number to be quantized, k => number of bits to use
	act = tf.clip_by_value( x, 0, 1 ) # clip the activation between 0 and 1 to stop overflow issues
	quant = quantize( act, k ) # quantize the value
	return act + tf.stop_gradient( quant - act ) # use the stop gradient trick