nagadomi

# local-CV: 0.436

# number of threads
nthread=8
# fixed random seed
seed=12
# whether create binary buffer for text input, this normally will speedup loading (NO)
use_buffer = 0

# The path of training data

nagadomi

require 'open-uri'

TARGET_URL = "http://localhost:8888/"
TARGET_DIR = "./"
CORE_FILE = "./core"

def random_file_update
  rng = Random.new
  10000.times do |i|
    filename = File.join(TARGET_DIR, sprintf("%d", i % 10))

nagadomi

local function pagerank(mat, alpha, epsilon)
   alpha = alpha or 0.85
   epsilon = epsilon or 1.0e-5
   
   local state = torch.Tensor(mat:size(1)):fill(1.0 / mat:size(1))
   local p = mat:clone()
   local alpha_not = ((1.0 - alpha) / state:size(1))
   
   for i = 1, mat:size(1) do
      p[i]:div(mat[i]:sum() + 1.0e-6)

nagadomi

--- mynn.lua
mynn = {} -- Define your own namespace.

--- LeakyReLU.lua

-- Define LeakyReLU module under your own namespace.
local LeakyReLU, parent = torch.class('mynn.LeakyReLU','nn.Module')

function LeakyReLU:__init(negative_scale)
   parent.__init(self) -- Call the super class constructor

nagadomi

require 'cutorch'
require 'cunn'

local function build_model()
   -- a CNN
   local model = nn.Sequential() 
   model:add(nn.SpatialConvolutionMM(3, 128, 5, 5, 1, 1))
   model:add(nn.ReLU())
   model:add(nn.SpatialMaxPooling(2, 2, 2, 2))
   model:add(nn.View(10 * 10 * 128))

nagadomi

-- sudo luarocks install csvigo
-- でインストールしておく
require 'csvigo'

--[[ test.csv
a,b,c,d   
1,2,3,4
5,5,3,3
--]]

nagadomi

require 'cunn'
require './lib/SpatialAveragePooling'

-- reference: https://gist.github.com/mavenlin/e56253735ef32c3c296d

local function normal_init(m, u, s, bias)
   m.weight:normal(u, s)
   if bias == nil then
      m.bias:normal(u, s)
   else

nagadomi

/* Left 4 Dead 2 Panic Events */
#include <sourcemod>

public OnPluginStart()
{
    /* Hook Panic Create event after it has happened */
    HookEvent("create_panic_event", OnPanicCreate);
    /* Hook Left Player event after it has happened */
    HookEvent("player_left_start_area", OnPlayerLeftStartArea);
}

nagadomi

// Force strict semicolon mode
// bug fix by def075

#pragma semicolon 1
#include <sourcemod>

#define PLUGIN_VERSION  "0.666 beta- fix"

new String:g_gameMode[64];
new Handle:g_mapMenu = INVALID_HANDLE;