Mateen Ulhaq YodaEmbedding

Semantic Commit Messages

See how a minor change to your commit message style can make you a better programmer.

Format: <type>(<scope>): <subject>

<scope> is optional

Example

ResNet-152 in Keras

This is an Keras implementation of ResNet-152 with ImageNet pre-trained weights. I converted the weights from Caffe provided by the authors of the paper. The implementation supports both Theano and TensorFlow backends. Just in case you are curious about how the conversion is done, you can visit my blog post for more details.

ResNet Paper:

Deep Residual Learning for Image Recognition.
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun
arXiv:1512.03385

Lsyncd Technical Session

So what is lsyncd?

Lsyncd is a tool used to keep a source directory in sync with other local or remote directories. It is a solution suited keeping directories in sync by batch processing changes over to the synced directories.

When would we use lsyncd?

So the generic use case is to keep a source directory in sync with one or more local and remote directories.

Python 3 extension example

Build

python3 setup.py build

Output: build/lib.macosx-10.11-x86_64-3.5/hello.cpython-35m-darwin.so

Run

Spurred by recent events (https://news.ycombinator.com/item?id=8244700), this is a quick set of jotted-down thoughts about the state of "Semantic" Versioning, and why we should be fighting the good fight against it.

For a long time in the history of software, version numbers indicated the relative progress and change in a given piece of software. A major release (1.x.x) was major, a minor release (x.1.x) was minor, and a patch release was just a small patch. You could evaluate a given piece of software by name + version, and get a feeling for how far away version 2.0.1 was from version 2.8.0.

But Semantic Versioning (henceforth, SemVer), as specified at http://semver.org/, changes this to prioritize a mechanistic understanding of a codebase over a human one. Any "breaking" change to the software must be accompanied with a new major version number. It's alright for robots, but bad for us.

SemVer tries to compress a huge amount of information — the nature of the change, the percentage of users that wil

	import functools


	def force_async(fn):
	'''
	turns a sync function to async function using threads
	'''
	from concurrent.futures import ThreadPoolExecutor
	import asyncio
	pool = ThreadPoolExecutor()

	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

	{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',

	#include <opencv2/core/core.hpp>
	#include <opencv2/highgui/highgui.hpp>
	#include <opencv2/features2d/features2d.hpp>
	#include <opencv2/imgproc/imgproc.hpp>
	#include <opencv2/video/video.hpp>
	#include <iostream>

	using namespace cv;
	using namespace std;

	echo $"Script Written by $(tput setaf 5)Bikram Hanzra$(tput sgr 0) ([email protected])"$

	if [ "$#" == 0 ] ; then
	echo "$(tput setaf 1)We need at least 2 arguments"
	echo "SYNTAX ./remove <file-name> <text-to-be-removed>"
	echo "<text-to-be-removed> by default = www.it-ebooks.info$(tput sgr 0)"
	exit
	fi

	if [ "$#" == 1 ] ; then