crypt3lx2k

#! /usr/bin/env python

import tensorflow as tf

def inference_fn(x, training=False):
    net = x

    net = tf.layers.flatten(net)
    net = tf.layers.dense(net, 512, activation=tf.nn.relu)
    net = tf.layers.dropout(net, 0.2, training=training)

W4ngatang

''' Script for downloading all GLUE data.

Note: for legal reasons, we are unable to host MRPC.
You can either use the version hosted by the SentEval team, which is already tokenized, 
or you can download the original data from (https://download.microsoft.com/download/D/4/6/D46FF87A-F6B9-4252-AA8B-3604ED519838/MSRParaphraseCorpus.msi) and extract the data from it manually.
For Windows users, you can run the .msi file. For Mac and Linux users, consider an external library such as 'cabextract' (see below for an example).
You should then rename and place specific files in a folder (see below for an example).

mkdir MRPC
cabextract MSRParaphraseCorpus.msi -d MRPC

shagunsodhani

PPDB: The Paraphrase Database

Introduction

• The paper presents a database of ranked English and Spanish paraphrases derived by:
  • Extracting lexical, phrasal, and syntactic paraphrases from large bilingual parallel corpora.
  • Computing the similarity scores for the pair of paraphrases using Google ngrams and the Annotated Gigaword corpus.
• Link to the paper

Extracting Paraphrase from Bilingual Text

subfuzion

Install with Homebrew

brew install mysql

Set up launchctl to auto start mysql

$ ln -sfv /usr/local/opt/mysql/*.plist ~/Library/LaunchAgents

/usr/local/opt/mysql/ is a symlink to /usr/local/Cellar/mysql/x.y.z (e.g., 5.6.16)

chrisjhoughton

var waitForEl = function(selector, callback) {
  if (jQuery(selector).length) {
    callback();
  } else {
    setTimeout(function() {
      waitForEl(selector, callback);
    }, 100);
  }
};

fabiofl

sudo find /private/var/folders/ -name com.apple.dock.iconcache -exec rm {} \;

MohamedAlaa

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

zythum

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