Python drawer
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A collection of curated Python resources from trustworthy sources.
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Python drawer
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Python drawer
https://www.kdnuggets.com/2018/02/simple-starter-guide-build-neural-network.html
KDnuggets
A Simple Starter Guide to Build a Neural Network - KDnuggets
This guide serves as a basic hands-on work to lead you through building a neural network from scratch. Most of the mathematical concepts and scientific decisions are left out.
Python drawer
http://stackabuse.com/linear-regression-in-python-with-scikit-learn/
Stack Abuse
Linear Regression in Python with Scikit-Learn
In this detailed guide - learn the theory and practice behind linear (univariate) and multiple linear (multivariate) regression in Python with Scikit-Learn!
Python drawer
https://lincolnloop.com/blog/using-setuppy-your-django-project/
Lincoln Loop
Using setup.py in Your (Django) Project | Lincoln Loop
A client recently asked me why all the Django projects we create have a setup.py in the root of the …
Python drawer
https://www.anaconda.com/blog/developer-blog/the-case-for-numba-in-community-code/
Anaconda
The Case for Numba in Community Code
The numeric Python community should consider adopting Numba more widely within community code. Numba is strong in performance and usability, but histo …
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https://www.kaggle.com/mrisdal/safely-analyzing-github-projects-popular-licenses/notebook
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https://inventwithpython.com/blog/2018/02/05/python-tuples-are-immutable-except-when-theyre-mutable/
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http://michaldul.com/python/sendfile/
Notes on Data Processing
File transfer over sockets without user-space memory in Python 3.5
Few specific design choices put Apache Kafka in the forefront of the fast messeging systems. One of them is the use of ‘zero-copy’ mechanism. The original paper on Kafka describes it as follows:
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https://medium.com/discovering-data-science-a-chronicle/predicting-starting-pitcher-salaries-4b7a4a26cb65
Medium
Predicting Starting Pitcher Salaries
In baseball, you don’t know nothing.
Python drawer
https://medium.com/@cipher813/analyzing-nyc-subway-and-demographic-data-to-optimize-street-team-deployment-2614522bd83e
Medium
Analyzing NYC Subway and Demographic Data to Optimize Street Team Deployment
19 January 2018
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http://templated-thoughts.blogspot.ro/2018/02/designing-async-task-dispatch-library.html
templated-thoughts.blogspot.co.uk
Designing Async Task Dispatch Library From Scratch (Part-2)
A blog about C++ and other things.
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https://erikrood.com/Posts/py_gsheets.html
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https://blog.modeanalytics.com/group-by-sql-python/
Mode Blog
“Group By” in SQL and Python: a Comparison
GroupBy operations are a great example of a task that can be executed by both SQL and Python, and for which the decision of language depends on your goals.
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https://github.com/DirtyCajunRice/grafana-scripts
#grafana
#tools
GitHub
DirtyCajunRice/grafana-scripts
API scripts written (both pushing and pulling) to aggregate data into influxdb for grafana - DirtyCajunRice/grafana-scripts
Python drawer
https://www.codemade.io/snapchat-like-augmented-reality-filters/?=yc
Codemade.io
Snapchat-like Augmented Reality Filters | Codemade.io
Have you ever wondered how snapchat makes those cool augmented reality filters? I’ve always been fascinated by augmented reality myself. So I started hacking together my own crude version of it. Augmented reality basically involves superimposing a computer…
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https://ac1235.github.io/fractal-of-clean-design
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https://medium.com/@pycoder_boy/packaging-python-project-to-debian-deb-part-1-f01f510d7d10
Medium
Packaging Python Project to Debian .deb Part 1
Hi, Have you ever try to package your code/project to became .deb or in official Debian or Ubuntu Repository to share to the rest of the…
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http://matthewrocklin.com/blog/work/2018/02/09/credit-models-with-dask
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https://www.machinelearningplus.com/numpy-tutorial-part1-array-python-examples/
Machine Learning Plus
Numpy Tutorial – Your first numpy guide to build python coding foundations
Learn Data Science Online
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http://fedora.portingdb.xyz
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https://hackernoon.com/5-speed-improvements-in-python-3-7-1b39d1581d86
Hackernoon
5 speed improvements in Python 3.7
Here are the major speed boosts you’ll get with Python 3.7 versus 3.6