akatumba

from keras.callbacks import Callback
import keras.backend as K
import numpy as np

class SGDRScheduler(Callback):
    '''Cosine annealing learning rate scheduler with periodic restarts.

    # Usage
        ```python
            schedule = SGDRScheduler(min_lr=1e-5,

akatumba

#!/bin/sh

#######################################
# Bash script to install an AMP stack and PHPMyAdmin plus tweaks. For Debian based systems.
# Written by @AamnahAkram from http://aamnah.com

# In case of any errors (e.g. MySQL) just re-run the script. Nothing will be re-installed except for the packages with errors.
#######################################

#COLORS

akatumba

# SETTING UP : 
# Generate an application token for your dropbox account and set it as environment variable named "DROPBOX_TOKEN"
# - https://blogs.dropbox.com/developers/2014/05/generate-an-access-token-for-your-own-account/
# - https://confluence.atlassian.com/bitbucket/environment-variables-794502608.html
# Edit TEX_FILE (see below) according to the main tex file name

image: fermiumlabs/latex-docker:latest

pipelines:
  custom: # Manually only

akatumba

# =================== YOUR DATA ========================

SERVER_NAME="some-server-name"
SERVER_IP="111.111.11.11"

USER="someuser"
SUDO_PASSWORD="secret-password-one"
MYSQL_ROOT_PASSWORD="secret-password-two"

akatumba

"""
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)

akatumba

#! /usr/bin/python
#
# Author: Gaute Hope (gaute.hope@nersc.no) / 2015
#
# based on example from matlab sinc function and
# interpolate.m by H. Hobæk (1994).
#
# this implementation is similar to the matlab sinc-example, but
# calculates the values sequentially and not as a single matrix
# matrix operation for all the values.