A script that replicates all examples in my blog post on inferring probabilities using a Beta prior-- see bayes post for more information.
$ python ex003_bayes.py
! urxvt | |
URxvt*buffered: true | |
URxvt*cursorBlink: true | |
URxvt*underlineColor: yellow | |
URxvt*font: xft:inconsolata:size=10:antialias=true | |
URxvt*depth: 32 | |
URxvt*borderless: 1 | |
URxvt*scrollBar: false | |
URxvt*loginShell: true | |
Urxvt*secondaryScroll: true # Enable Shift-PageUp/Down in screen |
A script that replicates all examples in my blog post on inferring probabilities using a Beta prior-- see bayes post for more information.
$ python ex003_bayes.py
""" | |
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) |
import sys,os | |
import curses | |
def draw_menu(stdscr): | |
k = 0 | |
cursor_x = 0 | |
cursor_y = 0 | |
# Clear and refresh the screen for a blank canvas | |
stdscr.clear() |
I have two Github accounts: oanhnn (personal) and superman (for work). I want to use both accounts on same computer (without typing password everytime, when doing git push or pull).
Use ssh keys and define host aliases in ssh config file (each alias for an account).
import matplotlib.pyplot as plt | |
from time import sleep, time, localtime | |
# Constant are CAPitalized in python by convention | |
from cmath import pi as PI, e as E | |
# correcting python notations j => I | |
I = complex("j") | |
# maplotlib does not plot lines using the classical | |
# (x0,y0), (x1,y1) convention |
These codes are TensorFlow Autoencoder implementation examples. They are inspired by very educational Keras Blog article.
http://blog.keras.io/building-autoencoders-in-keras.html
Building Autoencodes in Keras
"Autoencoding" is a data compression algorithm where the compression and decompression
#deb cdrom:[Ubuntu 16.04.2 LTS _Xenial Xerus_ - Release amd64 (20170215.2)]/ xenial main restricted | |
# See http://help.ubuntu.com/community/UpgradeNotes for how to upgrade to | |
# newer versions of the distribution. | |
deb http://us.archive.ubuntu.com/ubuntu/ xenial main restricted | |
# deb-src http://us.archive.ubuntu.com/ubuntu/ xenial main restricted | |
## Major bug fix updates produced after the final release of the | |
## distribution. | |
deb http://us.archive.ubuntu.com/ubuntu/ xenial-updates main restricted |
# Description: Boxstarter Script | |
# Author: Jess Frazelle <[email protected]> | |
# Last Updated: 2017-09-11 | |
# | |
# Install boxstarter: | |
# . { iwr -useb http://boxstarter.org/bootstrapper.ps1 } | iex; get-boxstarter -Force | |
# | |
# You might need to set: Set-ExecutionPolicy RemoteSigned | |
# | |
# Run this boxstarter by calling the following from an **elevated** command-prompt: |