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""" | |
Based on @4rtemi5 's TF implementation, ported to PyTorch | |
https://www.rpisoni.dev/posts/cossim-convolution/ | |
""" | |
import torch | |
from torch import nn | |
import torch.nn.functional as F | |
class CosSimConv2D(nn.Module): |
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#!/usr/bin/env python | |
# -*- coding:UTF-8 -*- | |
import torch | |
import torch.nn as nn | |
import torch.nn.init as init | |
def weight_init(m): | |
''' |
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import torch | |
from torch import nn | |
__all__ = ['FCDenseNet', 'fcdensenet_tiny', 'fcdensenet56_nodrop', | |
'fcdensenet56', 'fcdensenet67', 'fcdensenet103', | |
'fcdensenet103_nodrop'] | |
class DenseBlock(nn.Module): |
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{0: 'tench, Tinca tinca', | |
1: 'goldfish, Carassius auratus', | |
2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias', | |
3: 'tiger shark, Galeocerdo cuvieri', | |
4: 'hammerhead, hammerhead shark', | |
5: 'electric ray, crampfish, numbfish, torpedo', | |
6: 'stingray', | |
7: 'cock', | |
8: 'hen', | |
9: 'ostrich, Struthio camelus', |
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# Typical setup to include TensorFlow. | |
import tensorflow as tf | |
# Make a queue of file names including all the JPEG images files in the relative | |
# image directory. | |
filename_queue = tf.train.string_input_producer( | |
tf.train.match_filenames_once("./images/*.jpg")) | |
# Read an entire image file which is required since they're JPEGs, if the images | |
# are too large they could be split in advance to smaller files or use the Fixed |
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from PIL import Image | |
import sys | |
import os | |
import math | |
import numpy as np | |
########################################################################################### | |
# script to generate moving mnist video dataset (frame by frame) as described in | |
# [1] arXiv:1502.04681 - Unsupervised Learning of Video Representations Using LSTMs | |
# Srivastava et al |
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(function ($) { | |
var | |
followers = ["zedshaw"]; | |
followeds = []; | |
function follow(id, callback) { | |
$.post('https://github.com/users/follow', {target: id}, function(data, textStatus, xhr) { | |
/*optional stuff to do after success */ | |
callback(id, data); | |
//console.log("成功follow ", id, "此人共有", data.count, "位粉丝"); |
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class Graph: | |
def __init__(self): | |
self.nodes = set() | |
self.edges = defaultdict(list) | |
self.distances = {} | |
def add_node(self, value): | |
self.nodes.add(value) | |
def add_edge(self, from_node, to_node, distance): |
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import json | |
import requests | |
# Authentication for user filing issue (must have read/write access to | |
# repository to add issue to) | |
USERNAME = 'CHANGEME' | |
PASSWORD = 'CHANGEME' | |
# The repository to add this issue to | |
REPO_OWNER = 'CHANGEME' |
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