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@amit-chahar
amit-chahar / download-script.sh
Last active February 20, 2023 12:57
Scirpt to download files from Google drive using curl (Detailed explanation can be read here: https://stackoverflow.com/a/49444877/4043524)
#!/bin/bash
fileid="FILEIDENTIFIER"
filename="FILENAME"
curl -c ./cookie -s -L "https://drive.google.com/uc?export=download&id=${fileid}" > /dev/null
curl -Lb ./cookie "https://drive.google.com/uc?export=download&confirm=`awk '/download/ {print $NF}' ./cookie`&id=${fileid}" -o ${filename}
@yzh119
yzh119 / st-gumbel.py
Created January 12, 2018 12:25
ST-Gumbel-Softmax-Pytorch
from __future__ import print_function
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.autograd import Variable
def sample_gumbel(shape, eps=1e-20):
U = torch.rand(shape).cuda()
return -Variable(torch.log(-torch.log(U + eps) + eps))
@Tushar-N
Tushar-N / pad_packed_demo.py
Last active October 27, 2024 15:17
How to use pad_packed_sequence in pytorch<1.1.0
import torch
import torch.nn as nn
from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence
seqs = ['gigantic_string','tiny_str','medium_str']
# make <pad> idx 0
vocab = ['<pad>'] + sorted(set(''.join(seqs)))
# make model
@jihunchoi
jihunchoi / masked_cross_entropy.py
Last active January 22, 2024 19:20
PyTorch workaround for masking cross entropy loss
def _sequence_mask(sequence_length, max_len=None):
if max_len is None:
max_len = sequence_length.data.max()
batch_size = sequence_length.size(0)
seq_range = torch.range(0, max_len - 1).long()
seq_range_expand = seq_range.unsqueeze(0).expand(batch_size, max_len)
seq_range_expand = Variable(seq_range_expand)
if sequence_length.is_cuda:
seq_range_expand = seq_range_expand.cuda()
seq_length_expand = (sequence_length.unsqueeze(1)
@0xjac
0xjac / private_fork.md
Last active May 4, 2025 02:40
Create a private fork of a public repository

The repository for the assignment is public and Github does not allow the creation of private forks for public repositories.

The correct way of creating a private frok by duplicating the repo is documented here.

For this assignment the commands are:

  1. Create a bare clone of the repository. (This is temporary and will be removed so just do it wherever.)

git clone --bare [email protected]:usi-systems/easytrace.git

require 'nn'
require 'dpnn'
require 'rnn'
require 'nngraph'
local opt = {
n_seq = 3,
d_hid = 4,
d_mem = 20,
n_batch = 2,
@stephenscaff
stephenscaff / Random Images on Refresh
Last active April 29, 2025 05:24
Super simple way to randomly load new images on refresh via Jquery and DOM injection. Great for banners.
<!DOCTYPE html>
<head>
<!--Little CSS fade in -->
<style>
.fade-in{
-webkit-animation: fade-in 2s ease;
-moz-animation: fade-in ease-in-out 2s both;
-ms-animation: fade-in ease-in-out 2s both;
-o-animation: fade-in ease-in-out 2s both;
@rxaviers
rxaviers / gist:7360908
Last active May 4, 2025 18:37
Complete list of github markdown emoji markup

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