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paduvi / FlatCnnLayer.py
Last active November 25, 2025 21:57
Hierarchical Softmax CNN Classification
import torch
import torch.nn as nn
import torch.nn.init as init
dropout_prob = 0.5
class FlatCnnLayer(nn.Module):
def __init__(self, embedding_size, sequence_length, filter_sizes=[3, 4, 5], out_channels=128):
super(FlatCnnLayer, self).__init__()
@yejianye
yejianye / upload_progress.py
Created June 19, 2014 05:18
Show progress bar when uploading a file
# -*- coding: utf-8 -*-
# ############################################################################
# This example demonstrates how to use the MultipartEncoderMonitor to create a
# progress bar using clint.
# ############################################################################
from clint.textui.progress import Bar as ProgressBar
from requests_toolbelt import MultipartEncoder, MultipartEncoderMonitor
@stephenhardy
stephenhardy / git-clearHistory
Created April 26, 2013 22:14
Steps to clear out the history of a git/github repository
-- Remove the history from
rm -rf .git
-- recreate the repos from the current content only
git init
git add .
git commit -m "Initial commit"
-- push to the github remote repos ensuring you overwrite history
git remote add origin [email protected]:<YOUR ACCOUNT>/<YOUR REPOS>.git