stray-leone’s gists

stray-leone / min-char-rnn.py

Created November 28, 2016 08:10 — forked from karpathy/min-char-rnn.py

Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy

	"""
	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 / pg-pong.py

Created July 1, 2016 01:56 — forked from karpathy/pg-pong.py

Training a Neural Network ATARI Pong agent with Policy Gradients from raw pixels

	""" 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 / cloudSettings

Last active September 25, 2020 12:34 — forked from syhw/dnn.py

vscode settings sync data

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

stray-leone / kalman_mpi.py

Last active August 29, 2015 14:18 — forked from mrocklin/kalman_mpi.py

	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 / AutoEncoder.py

Last active August 29, 2015 14:14 — forked from arngarden/gist:6087798

pylearn2 example using python code without yaml

	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 / spellchecker.py

Last active August 29, 2015 14:13 — forked from allieus/spellchecker.py

	#!/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 / OpenWithSublimeText2.bat

Last active August 29, 2015 14:07 — forked from mrchief/LICENSE.md

	@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