alesee

from torch import *
import torch.nn.functional as F
import torch.nn as nn

class RNNModel(nn.Module):
    """
    Neural Network Module with an embedding layer, a recurent module and an output linear layer
    
    Arguments:
        rnn_type(str) -- type of rnn module to use options are ['LSTM', 'GRU', 'RNN_TANH', 'RNN_RELU']

Bachfischer

# single prediction on last classifier
learn.load('clas_2')
m = learn.model
#set batch size to 1
m[0].bs=1
#turn off dropout
m.eval()
#reset hidden state
m.reset()  

nygeog

import pandas as pd
from geopandas import GeoDataFrame
from shapely.geometry import Point
import fiona

df = pd.read_csv('data.csv')

geometry = [Point(xy) for xy in zip(df.x, df.y)]
crs = {'init': 'epsg:2263'} #http://www.spatialreference.org/ref/epsg/2263/
geo_df = GeoDataFrame(df, crs=crs, geometry=geometry)

halochou

# Inspired by Alfredo Canziani (http://tinyurl.com/CortexNet/)

import torch
import torch.nn as nn
import torch.nn.functional as f
import torch.nn.init as init
from torch.autograd import Variable

class ConvGRUCell(nn.Module):
    """

kjunggithub

Git HubFlow Cheat Sheet

Preparing the repository

Create the repository on GitHub/Bitbucket. Once created, clone the created repository to your local machine using:

git clone git@github.com:username/repository.git

CD into the repository folder and run the init command to enable to hub flow tools:

cd repo_name

mobilemind

# delete local tag '12345'
git tag -d 12345
# delete remote tag '12345' (eg, GitHub version too)
git push origin :refs/tags/12345
# alternative approach
git push --delete origin tagName
git tag -d tagName

robinsloan

require "rubygems"
require "twitter"
require "json"

# things you must configure
TWITTER_USER = "your_username"
MAX_AGE_IN_DAYS = 1 # anything older than this is deleted

# get these from dev.twitter.com
CONSUMER_KEY = "your_consumer_key"

nifl

Answer by Jim Dennis on Stack Overflow question http://stackoverflow.com/questions/1218390/what-is-your-most-productive-shortcut-with-vim/1220118#1220118

Your problem with Vim is that you don't grok vi.

You mention cutting with yy and complain that you almost never want to cut whole lines. In fact programmers, editing source code, very often want to work on whole lines, ranges of lines and blocks of code. However, yy is only one of many way to yank text into the anonymous copy buffer (or "register" as it's called in vi).

The "Zen" of vi is that you're speaking a language. The initial y is a verb. The statement yy is a simple statement which is, essentially, an abbreviation for 0 y$:

0 go to the beginning of this line. y yank from here (up to where?)