Puriney

# Using regerssion as example to test my xavier initilizer

# Data
data(BostonHousing, package="mlbench")
train.ind = seq(1, 506, 3)
train.x = data.matrix(BostonHousing[train.ind, -14])
train.y = BostonHousing[train.ind, 14]
test.x = data.matrix(BostonHousing[-train.ind, -14])
test.y = BostonHousing[-train.ind, 14]

Puriney

# create rootless, set up sudo user
# https://www.digitalocean.com/community/tutorials/initial-server-setup-with-ubuntu-14-04

sudo apt-get update
sudo apt-get install git
sudo apt-get install ruby
# install linux homebrew
ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Linuxbrew/linuxbrew/go/install)"
# vim ~/.bashrc
export PATH="$HOME/.linuxbrew/bin:$PATH"

Puriney

;; -*- mode: emacs-lisp -*-
;; This file is loaded by Spacemacs at startup.
;; It must be stored in your home directory.

(defun dotspacemacs/layers ()
  "Configuration Layers declaration.
You should not put any user code in this function besides modifying the variable
values."
  (setq-default
   ;; Base distribution to use. This is a layer contained in the directory

Puriney

{
	"bold_folder_labels": true,
	"color_scheme": "Packages/User/SublimeLinter/Solarized (Light) (SL).tmTheme",
	"fade_fold_buttons": false,
	"font_size": 16,
	"highlight_line": true,
	"ignored_packages":
	[
		"Markdown",
		"Vintage"

Puriney

# Created by http://www.gitignore.io
*.xcodeproj/*
### Xcode ###
DerivedData/*
build/
*.pbxuser
!default.pbxuser
*.mode1v3
!default.mode1v3
*.mode2v3

Puriney

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
- multiprossing 101
- whether multiprocessing could contain subprocess work
@contact: Yun Yan ([email protected])
"""
import subprocess
from multiprocessing import Pool
import os

Puriney

Folder structure:

__init__.py is a blank file.

├── RandInit_HMM_Py
│   ├── __init__.py
│   ├── demoRunPkg.py
│   ├── demoRunIn.py
|.. ├── helper.py

Puriney

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""

@contact: Yun Yan ([email protected])
"""

from ruffus import *
from helper import *

Puriney

set.seed(1234)
g <- sample_gnp(n=10, 0.15) #make_ring(10)
V(g)$name <- letters[1:10]
plot(g)
rm_e <- combinations(n=3, r=2, v=c('b', 'i', 'c'))
rm_e_do <- apply(rm_e, 1, function(r) are.connected(g, r[1], r[2]))
rm_e <- rm_e[rm_e_do, ] %>% apply(., 1, paste, collapse='|')
par(mfrow=c(1, 2))
plot(g)
plot(g - edge(rm_e))

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