Python drawer
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A collection of curated Python resources from trustworthy sources.
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Python drawer
33 subscribers
Python drawer
https://medium.com/@yuganthadiyal/textcleaner-a-data-pre-processing-library-1a234eec02dd
Medium
Textcleaner : a data pre-processing library
It is hassle-free and saves time.
Python drawer
https://medium.com/@sandeepkandekar/pytext-for-a-ride-a7cab84b4c0
Medium
PyText, for a ride
Recently facebook opensourced Pytext, for rapid prototyping and deploying deep-learning based models. I took it for a spin, and documented…
Python drawer
https://heartbeat.fritz.ai/top-7-libraries-and-packages-of-the-year-for-data-science-and-ai-python-r-6b7cca2bf000
Medium
Top 7 libraries and packages of the year for Data Science and AI: Python & R
This is a list of the best libraries and packages that changed our lives this year, compiled from my weekly digests
Python drawer
https://medium.com/@d3lm/understand-tensorflow-by-mimicking-its-api-from-scratch-faa55787170d
Medium
Understand TensorFlow by mimicking its API from scratch
TensorFlow is a very powerful and open source library for implementing and deploying large-scale machine learning models. This makes it…
Python drawer
https://blog.floydhub.com/automate-customer-support-part-two/
FloydHub Blog
Using NLP to Automate Customer Support, Part Two
Let's build an NLP model that can help out your customer support agents by suggesting previously-asked, similar questions.
Python drawer
http://friday.hirelofty.com/223293/904996-python-api-framework-roundup-drf-apistar-falcon-and-more
Buzzsprout
Python API Framework Roundup: DRF, APIStar, Falcon, and More - Friday Afternoon Deploy: A Developer Podcast
Microservice architectures are all the rage and new frameworks have emerged to build them. In this episode Casey, Alan, and Tyrel round up some of the frameworks they've been exploring and how they stack up to one another. http://friday.hirelofty.com/ht…
Python drawer
https://www.dataquest.io/blog/tutorial-time-series-analysis-pandas/
Dataquest
Tutorial: Time Series Analysis with Pandas – Dataquest
Time series data is becoming prevalent. In this post, we illustate what time series data is and how you can harness the power of time series data to provide some cool analytics.
Python drawer
https://janakiev.com/blog/python-filesystem-analysis/
njanakiev
Analyzing Your File System and Folder Structures with Python
Say you have an external hard drive with layers upon layers of cryptically named folders and intricate mazes of directories (like here, or here). How can you make sense of this mess? Python offers various tools in the Python standard library to deal with…
Python drawer
https://blog.floydhub.com/inverting-facial-recognition-models/
Python drawer
https://www.pyimagesearch.com/2019/01/21/regression-with-keras/
PyImageSearch
Regression with Keras - PyImageSearch
In this tutorial you will learn how to perform regression using Keras. You will learn how to train a Keras neural network for regression and continuous value prediction, specifically in the context of house price prediction.
Python drawer
https://medium.com/@noisyboiler/the-web-application-messaging-protocol-d8efe95aeb67
Medium
The Web Application Messaging Protocol
Most Python Engineers I meet and talk to now are free to live the dream of Python 3 and asyncio. Employers are actually giving us the…
Python drawer
https://www.toptal.com/finance/financial-modeling/python-and-finance
Toptal Finance Blog
Python and Finance – Power Up Your Spreadsheets | Toptal
®
Python provides many advantages over the traditionally popular VBA scripts for finance professionals looking to automate and enhance their work processes. This article explores how to use Python and finance together via a practical step-by-step tutorial.
Python drawer
https://blog.sendbird.com/elasticache-for-python-production-payloads
Sendbird
Elasticache for Python production payloads, or How we learned to stop worrying and love HAProxy
Since reader endpoints are only accessible as individual nodes in AWS ElastiCache, applications need to load balance read requests themselves. Read more to see how SendBird eliminates single points of failure in our Redis deployment by implementing an active…
Python drawer
https://learnk8s.io/blog/scaling-machine-learning-with-kubeflow-tensorflow
Learnk8s
Scaling Jupyter notebooks with Kubernetes, Tensorflow
In this article, you will explore how you can leverage Kubernetes, Tensorflow and Kubeflow to scale your models without having to worry about scaling the infrastructure.
Python drawer
https://medium.com/@ageitgey/snagging-parking-spaces-with-mask-r-cnn-and-python-955f2231c400
Medium
Snagging Parking Spaces with Mask R-CNN and Python
Using Deep Learning to Solve Minor Annoyances
Python drawer
https://www.youtube.com/watch?v=ve_0h4Y8nuI&list=PLhTjy8cBISEqkN-5Ku_kXG4QW33sxQo0t
YouTube
Python Scrapy Tutorial- 1 - Web Scraping, Spiders and Crawling
In this video we understand the terms python web scraping, spiders and web crawling. We also see an example of amazon being scraped using scrapy.
Next video - How does web scraping work?
https://youtu.be/wYJAtx4HL6U
Full playlist - https://www.youtube.…
Python drawer
https://gregoryszorc.com/blog/2019/01/10/what-i've-learned-about-optimizing-python/
Python drawer
http://blog.lerner.co.il/beyond-the-hello-world-of-pythons-print-function/
Reuven Lerner
Beyond the "hello, world" of Python's "print" function — Reuven Lerner
Python drawer
https://sumit-ghosh.com/articles/demystifying-decorators-python/
Sumit’s Dreams of Electric Sheeps
Demystifying @decorators in Python
Introduction
Python drawer
https://kogan-devblog.squarespace.com/blog/django-on-kubernetes
Kogan.com Dev Blog
Django on Kubernetes — Kogan.com Dev Blog
This is part 2 of our Kubernetes hackday series. Part 1 goes over how we spent the day and what the goals and motivations are. For part 2, we're going to delve into the architecture required for running a Django application on Kubernetes, as well as some…