stray-leone

"""
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)

stray-leone

""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import cPickle as pickle
import gym

# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward

stray-leone

{"lastUpload":"2020-09-25T12:33:59.722Z","extensionVersion":"v3.4.3"}

stray-leone

import theano
from theano.tensor.io import send, recv, mpi_cmps
import theano.sandbox.linalg as linalg
from theano.gof.sched import sort_schedule_fn
from time import time

dot = theano.tensor.dot
dtype = 'float32'
n = 500
run = False

stray-leone

from pylearn2.models import mlp
from pylearn2.models import autoencoder
from pylearn2.models.autoencoder import Autoencoder
from pylearn2.training_algorithms import sgd
from pylearn2.training_algorithms.sgd import SGD
from pylearn2.termination_criteria import EpochCounter
from pylearn2.datasets.dense_design_matrix import DenseDesignMatrix
from pylearn2.utils.serial import save, load
from pylearn2.train import Train
from pylearn2.costs.autoencoder import MeanSquaredReconstructionError

stray-leone

#!/usr/bin/env python2
# coding: utf-8
from __future__ import print_function
import sys
import re
import json
import urllib
from colorama import init, Fore, Back, Style

URL = 'http://csearch.naver.com/dcontent/spellchecker.nhn'

stray-leone

@echo off
SET st2Path=C:\Program Files\Sublime Text 2\sublime_text.exe

rem add it for all file types
@reg add "HKEY_CLASSES_ROOT\*\shell\Open with Sublime Text 2"         /t REG_SZ /v "" /d "Open with Sublime Text 2"   /f
@reg add "HKEY_CLASSES_ROOT\*\shell\Open with Sublime Text 2"         /t REG_EXPAND_SZ /v "Icon" /d "%st2Path%,0" /f
@reg add "HKEY_CLASSES_ROOT\*\shell\Open with Sublime Text 2\command" /t REG_SZ /v "" /d "%st2Path% \"%%1\"" /f

rem add it for folders
@reg add "HKEY_CLASSES_ROOT\Folder\shell\Open with Sublime Text 2"         /t REG_SZ /v "" /d "Open with Sublime Text 2"   /f