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42: Answer to the Ultimate Question of Life, the Universe, and Everything

Gyeongho Kim (Jim Kim) jimmykimmy68

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42: Answer to the Ultimate Question of Life, the Universe, and Everything
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jimmykimmy68 / extract_ILSVRC.sh
Created March 30, 2021 13:23 — forked from BIGBALLON/extract_ILSVRC.sh
script for ImageNet data extract.
#!/bin/bash
#
# script to extract ImageNet dataset
# ILSVRC2012_img_train.tar (about 138 GB)
# ILSVRC2012_img_val.tar (about 6.3 GB)
# make sure ILSVRC2012_img_train.tar & ILSVRC2012_img_val.tar in your current directory
#
# https://github.com/facebook/fb.resnet.torch/blob/master/INSTALL.md
#
# train/
@piyueh
piyueh / tf_keras_tfp_lbfgs.py
Last active July 8, 2024 10:51
Optimize TensorFlow & Keras models with L-BFGS from TensorFlow Probability
#! /usr/bin/env python
# -*- coding: utf-8 -*-
# vim:fenc=utf-8
#
# Copyright © 2019 Pi-Yueh Chuang <pychuang@gwu.edu>
#
# Distributed under terms of the MIT license.
"""An example of using tfp.optimizer.lbfgs_minimize to optimize a TensorFlow model.
@BIGBALLON
BIGBALLON / extract_ILSVRC.sh
Created May 13, 2018 20:09
script for ImageNet data extract.
#!/bin/bash
#
# script to extract ImageNet dataset
# ILSVRC2012_img_train.tar (about 138 GB)
# ILSVRC2012_img_val.tar (about 6.3 GB)
# make sure ILSVRC2012_img_train.tar & ILSVRC2012_img_val.tar in your current directory
#
# https://github.com/facebook/fb.resnet.torch/blob/master/INSTALL.md
#
# train/
@tamsanh
tamsanh / jupyter_cell_notify.py
Created April 6, 2018 03:18
Generate and play a sound in Jupyter Notebook when then cell is run. Useful as notification when a long-running cell is done.
from IPython.lib.display import Audio
import numpy as np
framerate = 4410
play_time_seconds = 3
t = np.linspace(0, play_time_seconds, framerate*play_time_seconds)
audio_data = np.sin(2*np.pi*300*t) + np.sin(2*np.pi*240*t)
Audio(audio_data, rate=framerate, autoplay=True)
@windweller
windweller / brnn.py
Last active April 22, 2023 17:44
Bayesian Recurrent Neural Network Implementation
"""
An implementation of the `Local reparameterization trick`
from Kingma & Wellings and
Bayesian RNN
from Fortunato, Blundell & Vinyals
"""
import os
import time
import copy
from os.path import join as pjoin
@aaronpolhamus
aaronpolhamus / map_clsloc.txt
Created May 12, 2016 01:21
Image net classes + labels
n02119789 1 kit_fox
n02100735 2 English_setter
n02110185 3 Siberian_husky
n02096294 4 Australian_terrier
n02102040 5 English_springer
n02066245 6 grey_whale
n02509815 7 lesser_panda
n02124075 8 Egyptian_cat
n02417914 9 ibex
n02123394 10 Persian_cat
@yrevar
yrevar / imagenet1000_clsidx_to_labels.txt
Last active July 21, 2024 08:16
text: imagenet 1000 class idx to human readable labels (Fox, E., & Guestrin, C. (n.d.). Coursera Machine Learning Specialization.)
{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',
@JungeAlexander
JungeAlexander / import-package-from parent.py
Created November 27, 2014 17:22
Import modules from parent folder in Python
# From http://stackoverflow.com/a/11158224
# Solution A - If the script importing the module is in a package
from .. import mymodule
# Solution B - If the script importing the module is not in a package
import os,sys,inspect
current_dir = os.path.dirname(os.path.abspath(inspect.getfile(inspect.currentframe())))
parent_dir = os.path.dirname(current_dir)
sys.path.insert(0, parent_dir)