PCJohn

from __future__ import division
import numpy as np
from matplotlib import pyplot as plt
import networkx as nx
import copy

class Graph:
    def __init__(self,adj,labels):
        self.adj = adj
        self.char_list = labels

tejaskhot

# pytorch function to replicate tensorflow's tf.nn.softmax_cross_entropy_with_logits
# works for soft targets or one-hot encodings

import torch
import torch.nn.functional as F

logits = model(input)
loss = torch.sum(- target * F.log_softmax(logits, -1), -1)
mean_loss = loss.mean()

1duo

• Assume NVIDIA Driver and CUDA Properly Installed, to Validate:

nvidia-smi
nvcc --version

• Install Global Dependencies

connorjan

Editing Files Remotely via SSH on SublimeText 3

Sometimes you need to edit a file on a remote server, but using vim/emacs is not very practical, due to lag and speed of screen refresh.

TextMate users have the classic rmate, but it was implemented in Ruby, which may not be available on the remote server.

A better option is to use this version of rmate, implemented in pure Bash. It's a single file, self-contained, and with no external dependencies.

Step by step:

aaronpolhamus

n02119789 1 kit_fox
n02100735 2 English_setter
n02110185 3 Siberian_husky
n02096294 4 Australian_terrier
n02102040 5 English_springer
n02066245 6 grey_whale
n02509815 7 lesser_panda
n02124075 8 Egyptian_cat
n02417914 9 ibex
n02123394 10 Persian_cat

HelenaEksler

#!/usr/bin/env bash
#Check Files in list from file exist or doesn't exist in directory.

if [ $# -eq 0 ] || [ $# -eq 1 ]
  then
    echo "You must pass the path to file with the list and the path to directory to check files. \nsh check-file-exist-from-list.sh path/to/file path/to/directory"
    exit 1
fi

while read -r file; do

danoneata

import numpy as np
import pdb

from sklearn.datasets import make_classification
from sklearn.mixture import GaussianMixture as GMM


def fisher_vector(xx, gmm):
    """Computes the Fisher vector on a set of descriptors.

plasmaman

from scipy.stats import exponweib
from scipy.optimize import fmin
import numpy as np

# x is your data array
# returns [shape, scale]

def fitweibull(x):
   def optfun(theta):
      return -np.sum(np.log(exponweib.pdf(x, 1, theta[0], scale = theta[1], loc = 0)))

Rafe

HANDY ONE-LINE SCRIPTS FOR AWK                               30 April 2008
Compiled by Eric Pement - eric [at] pement.org               version 0.27

Latest version of this file (in English) is usually at:
   http://www.pement.org/awk/awk1line.txt

This file will also be available in other languages:
   Chinese  - http://ximix.org/translation/awk1line_zh-CN.txt   

USAGE:

aslan144

<script src="http://code.jquery.com/jquery-latest.js" type="text/javascript"></script>
<script src="jquery.innerfade.js" type="text/javascript"></script>
    <script>
            $(document).ready(function() { 
                $('#image_rotate').innerfade({ 
                    speed: 'slow', 
                    timeout: 2000, 
                    type: 'sequence', 
                    containerheight: '220px'
                });