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# coding: utf-8 | |
import logging | |
import re | |
from collections import Counter | |
import numpy as np | |
import torch | |
from sklearn.datasets import fetch_20newsgroups | |
from torch.autograd import Variable |
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import torch | |
import torch.nn as nn | |
from torch.nn import Parameter | |
from torch.autograd import Variable, Function | |
from collections import defaultdict | |
import graphviz | |
""" | |
This is a rather distorted implementation of graph visualization in PyTorch. |
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-- multiple learning rates per network. Optimizes two copies of a model network and checks if the optimization steps (2) and (3) produce the same weights/parameters. | |
require 'torch' | |
require 'nn' | |
require 'optim' | |
torch.setdefaulttensortype('torch.FloatTensor') | |
-- (1) Define a model for this example. | |
local model = nn.Sequential() | |
model:add(nn.Linear(10,20)) |
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# Set variables in .bashrc file | |
# don't forget to change your path correctly! | |
export GOPATH=$HOME/golang | |
export GOROOT=/usr/local/opt/go/libexec | |
export PATH=$PATH:$GOPATH/bin | |
export PATH=$PATH:$GOROOT/bin |
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// Just before switching jobs: | |
// Add one of these. | |
// Preferably into the same commit where you do a large merge. | |
// | |
// This started as a tweet with a joke of "C++ pro-tip: #define private public", | |
// and then it quickly escalated into more and more evil suggestions. | |
// I've tried to capture interesting suggestions here. | |
// | |
// Contributors: @r2d2rigo, @joeldevahl, @msinilo, @_Humus_, | |
// @YuriyODonnell, @rygorous, @cmuratori, @mike_acton, @grumpygiant, |
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--[[ | |
ProFi v1.3, by Luke Perkin 2012. MIT Licence http://www.opensource.org/licenses/mit-license.php. | |
Example: | |
ProFi = require 'ProFi' | |
ProFi:start() | |
some_function() | |
another_function() | |
coroutine.resume( some_coroutine ) | |
ProFi:stop() |