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@sgoyal1012
sgoyal1012 / AI Nano- Deep Learning.md
Last active May 19, 2020 17:08
Machine Learning Gist

Lesson 8- Intro to tensorflow

Lesson 9- Autoencoders

  • What is an autoencoder?

    • Makes a compressed representation of a data without any human intervention
    • Cons Bad compression and generalizing to datasets
    • Pros Dimensionality Reduction and Image denoising
  • A simple autoencoder

  • Just compresses data, for example images from the MNIST database.
@ruslo
ruslo / run-test.sh
Created March 11, 2017 14:35
Android OpenCV build script
#!/bin/bash -e
set -x
TOOLCHAIN=android-ndk-r14-api-16-armeabi-v7a-neon-clang-hid-sections-lto
CONFIG=MinSizeRel
CLEAR=--clear
build.py --toolchain ${TOOLCHAIN} \
--verbose \
# Go to home directory
cd ~
# You can change what anaconda version you want at
# https://repo.continuum.io/archive/
wget https://repo.continuum.io/archive/Anaconda2-4.2.0-Linux-x86_64.sh
bash Anaconda2-4.2.0-Linux-x86_64.sh -b -p ~/anaconda
rm Anaconda2-4.2.0-Linux-x86_64.sh
echo 'export PATH="~/anaconda/bin:$PATH"' >> ~/.bashrc
@ohtomi
ohtomi / start_cgi_http_server.sh
Last active July 21, 2022 03:39
File Upload CGI Script written in Python
#!/bin/bash
mkdir ./cgi-bin/
cp upload.cgi ./cgi-bin/
chmod +x ./cgi-bin/upload.cgi
mkdir ./upload/
python -m CGIHTTPServer 8080
@craigminihan
craigminihan / gist:b23c06afd9073ec32e0c
Last active September 21, 2023 12:47
Build GCC 4.9.2 for C/C++ on CentOS 7
sudo yum install libmpc-devel mpfr-devel gmp-devel
cd ~/Downloads
curl ftp://ftp.mirrorservice.org/sites/sourceware.org/pub/gcc/releases/gcc-4.9.2/gcc-4.9.2.tar.bz2 -O
tar xvfj gcc-4.9.2.tar.bz2
cd gcc-4.9.2
./configure --disable-multilib --enable-languages=c,c++
make -j 4
make install
@demisx
demisx / syntax.css
Last active February 20, 2020 04:32
Syntax highlighter CSS file
.highlight { background: #ffffff; }
.highlight .c { color: #999988; font-style: italic } /* Comment */
.highlight .err { color: #a61717; background-color: #e3d2d2 } /* Error */
.highlight .k { font-weight: bold } /* Keyword */
.highlight .o { font-weight: bold } /* Operator */
.highlight .cm { color: #999988; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #999999; font-weight: bold } /* Comment.Preproc */
.highlight .c1 { color: #999988; font-style: italic } /* Comment.Single */
.highlight .cs { color: #999999; font-weight: bold; font-style: italic } /* Comment.Special */
.highlight .gd { color: #000000; background-color: #ffdddd } /* Generic.Deleted */
@lilydjwg
lilydjwg / ttc2ttf
Last active July 12, 2023 14:27
Convert .ttc to several .ttf files into the current directory
#!/usr/bin/env python3
import sys
import fontforge
def main(file):
for font in fontforge.fontsInFile(file):
f = fontforge.open(u'%s(%s)' % (file, font))
f.generate('%s.ttf' % font)
@marcoslin
marcoslin / .gitignore
Last active August 31, 2023 15:37
Encryption: From PyCrypto to CryptoJS
source.sh
@tristanwietsma
tristanwietsma / adaboost.py
Created April 30, 2013 01:13
AdaBoost Python implementation of the AdaBoost (Adaptive Boosting) classification algorithm.
from __future__ import division
from numpy import *
class AdaBoost:
def __init__(self, training_set):
self.training_set = training_set
self.N = len(self.training_set)
self.weights = ones(self.N)/self.N
self.RULES = []
@sweenzor
sweenzor / subprocessdemote.py
Created January 26, 2012 23:08
Run python subprocess(es) as another user
#!/usr/bin/env python
import os
import subprocess
# > python subprocessdemote.py
# > sudo python subprocessdemote.py
def check_username():