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In systems based on microservices architecture, you have multiple services getting updated frequently. How do you respond when a deployment of a service introduces instability or bugs? Sheroy Marker offers some remediation strategies in this blog.

Xonsh is a Python-powered, cross-platform, Unix-gazing shell language and command prompt. The language is a superset of Python 3.4+ with additional shell primitives that you are used to from Bash and IPython. It works on all major systems including Linux, Mac OSX, and Windows. Xonsh is meant for the daily use of experts and novices alike.

Unit Testing is a process of testing small pieces or unit of your code, making sure it works as expected in a positive and negative scenarios. Our mindset during unit testing should be on that small piece of code we’re testing and not with the whole application. In Python, there are a lot of libraries you can use to do unit test: pytest, nose, unittest among others. In this article we will focus on using unittest with python version 3.5.2.
unit testing

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Welcome everyone to an updated deep learning with Python and Tensorflow tutorial mini-series.

Burst your efficiency, speed and models understanding by using them during competitions


tf-idf, short for term frequency–inverse document frequency, is a numerical statistic that is intended to reflect how important a word is to a document in a collection or corpus.
machine learning

Quantopian is one of the most popular online algo trading platforms and communities today. It provides the great backtesting environment where you can experiment with your idea, build algorithms and even participate in the contest, as well as share the idea and discuss it with smart people there.
automated stock trading


notation - 75 Stars, 0 Fork
Simplified music notation

terrapyn - 61 Stars, 1 Fork
A Python module for slinging infrastructure (with terraform).

sheepl - 37 Stars, 4 Fork
Sheepl : Creating realistic user behaviour for supporting tradecraft development within lab environments

Safari-Crash - 14 Stars, 1 Fork
Small HTML DoS exploit kit aimed at mobile browsers that allows rapid deployment and testing.

iphone_xs_supply_chain - 11 Stars, 1 Fork
This is the code for "Iphone XS Supply Chain" By Siraj Raval on Youtube

stock-analysis-engine - 10 Stars, 2 Fork
Use this to get pricing data for tickers (news, quotes and options right now) and archive it in s3 (using minio) and cache it in redis. - 6 Stars, 1 Fork
Get real time Earth statistics.

nba_api - 6 Stars, 0 Fork
An API Client package to access the APIs for

pathpy - 6 Stars, 0 Fork
An OpenSource python package for the analysis of time series data on networks using higher-order and multi-order graphical models.

statsbomb_python - 6 Stars, 1 Fork
Python Package for using Statsbomb IQ dataset

blender-paint-layers - 4 Stars, 0 Fork
Layer system for texture painting in Blender.

Checkers - 4 Stars, 1 Fork
Determine everything you need to know to about a system

ADAFake - 3 Stars, 0 Fork
Chrome extension that battles fake news

ccxt-arbitrage-v1 - 3 Stars, 2 Fork
a simple cryptocurrency arbitrage trading pairs selection

deval - 3 Stars, 0 Fork
Device abstraction layer for multi-platform devices. Access all devices in the same way. Android, Windows, iOS, mac OS X, Ubuntu, other virtual devices, etc.

ansible_modules - 3 Stars, 2 Fork
A collection of Ansible modules

nbplayer - 2 Stars, 0 Fork
A console notebook player