honnibal

def cycle_hyper_param(low, high):
    '''Dynamically oscillate a hyper-parameter between two values.
    
    Uses the loss momentum to adjust the rate of change. The idea is
    that the value should move through regions where the loss is flat
    faster, and linger in values where the loss improves.
    '''
    inc = 0.0001
    trend = 0.
    prev = 0.

honnibal

#!/usr/bin/env bash
# First download cudnn to a directory /tmp/binaries.
# The filename should be cudnn-9.2-linux-x64-v7.1.tgz

set -e

# Install driver
sudo add-apt-repository ppa:graphics-drivers/ppa
sudo apt-get update

honnibal

"""See https://twitter.com/honnibal/status/1120020992636661767 """
import time
import srsly
from prodigy import recipe                                                                                      
from prodigy.components.db import connect                                                                       
from prodigy.util import INPUT_HASH_ATTR, set_hashes                                                            
from prodigy.components.filters import filter_duplicates                                                        

                                                                                                                
def get_rank_priority(data):