Shital Shah sytelus

Prologue

I wrote this answer on stackexchange, here: https://stackoverflow.com/posts/12597919/

It was wrongly deleted for containing "proprietary information" years later. I think that's bullshit so I am posting it here. Come at me.

The Question

Amazon is a SOA system with 100s of services (or so says Amazon Chief Technology Officer Werner Vogels). How do they handle build and release?

Setting up Conky on Ubuntu 16.04LTS for the Clevo P751DM2-G

System Information:

We extract this with inxi:

installation:

sudo apt-get install inxi

See the official Differentiable Programming Manifesto instead.

Let's Destroy C

I have a pet project I work on, every now and then. CNoEvil.

The concept is simple enough.

What if, for a moment, we forgot all the rules we know. That we ignore every good idea, and accept all the terrible ones. That nothing is off limits. Can we turn C into a new language? Can we do what Lisp and Forth let the over-eager programmer do, but in C?

How to calculate the alignment between BERT and spaCy tokens effectively and robustly

site: https://tamuhey.github.io/tokenizations/

Natural Language Processing (NLP) has made great progress in recent years because of neural networks, which allows us to solve various tasks with end-to-end architecture. However, many NLP systems still require language-specific pre- and post-processing, especially in tokenizations. In this article, I describe an algorithm that simplifies calculating correspondence between tokens (e.g. BERT vs. spaCy), one such process. And I introduce Python and Rust libraries that implement this algorithm. Here are the library and the demo site links:

repo: https://github.com/tamuhey/tokenizations

	# Charlton Trezevant's Zoomin DNSMasq Config - Version 1.0

	# Having a large local cache speeds up subsequent DNS queries significantly (from several hundred msec to around 25-30)
	# You may need to adjust this depending on the amount of free space you have
	cache-size=10000
	# This ensures local reverse lookup queries are never sent upstream (e.g. dig +noall +answer -x 10.0.1.1)
	bogus-priv
	# Names without a dot or other domain part will also not be forwarded upstream
	domain-needed
	# We won't need dnsmasq to overwrite the system's resolv.conf, as we have our own cache.

	import numpy as np
	from matplotlib import pyplot as plt

	class LivePlotNotebook(object):
	"""
	Live plot using %matplotlib notebook in jupyter notebook

	Usage:
	```
	import time

	# if input image is in range 0..1, please first multiply img by 255
	# assume image is ndarray of shape [height, width, channels] where channels can be 1, 3 or 4
	def imshow(img):
	import cv2
	import IPython
	_,ret = cv2.imencode('.jpg', img)
	i = IPython.display.Image(data=ret)
	IPython.display.display(i)

	conda uninstall --force pillow -y

	# install libjpeg-turbo to $HOME/turbojpeg
	git clone https://github.com/libjpeg-turbo/libjpeg-turbo
	pushd libjpeg-turbo
	mkdir build
	cd build
	cmake .. -DCMAKE_INSTALL_PREFIX:PATH=$HOME/turbojpeg
	make
	make install

	# Copyright (c) 2019-present, Thomas Wolf.
	# All rights reserved. This source code is licensed under the MIT-style license.
	""" A very small and self-contained gist to train a GPT-2 transformer model on wikitext-103 """
	import os
	from collections import namedtuple
	from tqdm import tqdm
	import torch
	import torch.nn as nn
	from torch.utils.data import DataLoader
	from ignite.engine import Engine, Events