falaktheoptimist

Contributing

When contributing to this repository, please first discuss the change you wish to make via issue, email, or any other method with the owners of this repository before making a change.

Please note we have a code of conduct, please follow it in all your interactions with the project.

Pull Request Process

1. Ensure any install or build dependencies are removed before the end of the layer when doing a

falaktheoptimist

Date,TempHighF,TempAvgF,TempLowF,DewPointHighF,DewPointAvgF,DewPointLowF,HumidityHighPercent,HumidityAvgPercent,HumidityLowPercent,SeaLevelPressureHighInches,SeaLevelPressureAvgInches,SeaLevelPressureLowInches,VisibilityHighMiles,VisibilityAvgMiles,VisibilityLowMiles,WindHighMPH,WindAvgMPH,WindGustMPH,PrecipitationSumInches,Events
2013-12-21,74,60,45,67,49,43,93,75,57,29.86,29.68,29.59,10,7,2,20,4,31,0.46,"Rain , Thunderstorm"
2013-12-22,56,48,39,43,36,28,93,68,43,30.41,30.13,29.87,10,10,5,16,6,25,0, 
2013-12-23,58,45,32,31,27,23,76,52,27,30.56,30.49,30.41,10,10,10,8,3,12,0, 
2013-12-24,61,46,31,36,28,21,89,56,22,30.56,30.45,30.3,10,10,7,12,4,20,0, 
2013-12-25,58,50,41,44,40,36,86,71,56,30.41,30.33,30.27,10,10,7,10,2,16,T, 
2013-12-26,57,48,39,39,36,33,79,63,47,30.47,30.4,30.34,10,9,7,12,3,17,0, 
2013-12-27,60,53,45,41,39,37,83,65,47,30.46,30.39,30.34,10,9,7,7,1,11,T, 
2013-12-28,62,51,40,43,39,33,92,64,36,30.33,30.17,30.04,10,10,7,10,2,14,T, 
2013-12-29,64,50,36,49,41,28,92,76,60,30.31,30.1,29.99,10,10,4,17,

falaktheoptimist

Date,TempHighF,TempAvgF,TempLowF,DewPointHighF,DewPointAvgF,DewPointLowF,HumidityHighPercent,HumidityAvgPercent,HumidityLowPercent,SeaLevelPressureHighInches,SeaLevelPressureAvgInches,SeaLevelPressureLowInches,VisibilityHighMiles,VisibilityAvgMiles,VisibilityLowMiles,WindHighMPH,WindAvgMPH,WindGustMPH,PrecipitationSumInches,Events
2013-12-21,74,60,45,67,49,43,93,75,57,29.86,29.68,29.59,10,7,2,20,4,31,0.46,"Rain , Thunderstorm"
2013-12-22,56,48,39,43,36,28,93,68,43,30.41,30.13,29.87,10,10,5,16,6,25,0, 
2013-12-23,58,45,32,31,27,23,76,52,27,30.56,30.49,30.41,10,10,10,8,3,12,0, 
2013-12-24,61,46,31,36,28,21,89,56,22,30.56,30.45,30.3,10,10,7,12,4,20,0, 
2013-12-25,58,50,41,44,40,36,86,71,56,30.41,30.33,30.27,10,10,7,10,2,16,T, 
2013-12-26,57,48,39,39,36,33,79,63,47,30.47,30.4,30.34,10,9,7,12,3,17,0, 
2013-12-27,60,53,45,41,39,37,83,65,47,30.46,30.39,30.34,10,9,7,7,1,11,T, 
2013-12-28,62,51,40,43,39,33,92,64,36,30.33,30.17,30.04,10,10,7,10,2,14,T, 
2013-12-29,64,50,36,49,41,28,92,76,60,30.31,30.1,29.99,10,10,4,17,

falaktheoptimist

Date,TempHighF,TempAvgF,TempLowF,DewPointHighF,DewPointAvgF,DewPointLowF,HumidityHighPercent,HumidityAvgPercent,HumidityLowPercent,SeaLevelPressureHighInches,SeaLevelPressureAvgInches,SeaLevelPressureLowInches,VisibilityHighMiles,VisibilityAvgMiles,VisibilityLowMiles,WindHighMPH,WindAvgMPH,WindGustMPH,PrecipitationSumInches,Events
2013-12-21,74,60,45,67,49,43,93,75,57,29.86,29.68,29.59,10,7,2,20,4,31,0.46,"Rain , Thunderstorm"
2013-12-22,56,48,39,43,36,28,93,68,43,30.41,30.13,29.87,10,10,5,16,6,25,0, 
2013-12-23,58,45,32,31,27,23,76,52,27,30.56,30.49,30.41,10,10,10,8,3,12,0, 
2013-12-24,61,46,31,36,28,21,89,56,22,30.56,30.45,30.3,10,10,7,12,4,20,0, 
2013-12-25,58,50,41,44,40,36,86,71,56,30.41,30.33,30.27,10,10,7,10,2,16,T, 
2013-12-26,57,48,39,39,36,33,79,63,47,30.47,30.4,30.34,10,9,7,12,3,17,0, 
2013-12-27,60,53,45,41,39,37,83,65,47,30.46,30.39,30.34,10,9,7,7,1,11,T, 
2013-12-28,62,51,40,43,39,33,92,64,36,30.33,30.17,30.04,10,10,7,10,2,14,T, 
2013-12-29,64,50,36,49,41,28,92,76,60,30.31,30.1,29.99,10,10,4,17,

falaktheoptimist

"""
This is a batched LSTM forward and backward pass
"""
import numpy as np
import code

class LSTM:
  
  @staticmethod
  def init(input_size, hidden_size, fancy_forget_bias_init = 3):