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A collection of curated Python resources from trustworthy sources.
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Python drawer
32 subscribers
Python drawer
https://towardsdatascience.com/understanding-lamport-timestamps-with-pythons-multiprocessing-library-12a6427881c6
Medium
Understanding Lamport Timestamps with Python’s multiprocessing library
Everyone who has been working with distributed systems or logs from such a systems, has directly or indirectly encountered Lamport…
Python drawer
http://explained.ai/decision-tree-viz/index.html
explained.ai
How to visualize decision tree
Decision trees are the fundamental building block of gradient boosting machines and Random Forests(tm), probably the two most popular machine learning models for structured data. Visualizing decision trees is a tremendous aid when learning how these models…
Python drawer
https://www.pyimagesearch.com/2018/10/08/keras-vs-tensorflow-which-one-is-better-and-which-one-should-i-learn/
PyImageSearch
Keras vs. TensorFlow - Which one is better and which one should I learn? - PyImageSearch
Should I be using Keras or TenorFlow? Which one is better? I'll answer your questions in this Keras vs. TensorFlow deep learning tutorial.
Python drawer
https://medium.com/@williampnowak/how-to-train-your-model-dramatically-faster-9ad063f0f718
Medium
How to Train Your Model (Dramatically Faster)
Learn to use transfer learning, with a working Python-coded example.
Python drawer
http://charlesleifer.com/blog/redis-streams-with-python/
Python drawer
https://towardsdatascience.com/how-to-make-a-gif-map-using-python-geopandas-and-matplotlib-cd8827cefbc8
Medium
How to make a gif map using Python, Geopandas and Matplotlib
No need for Photoshop: make an animated chart using only Python and the command line.
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http://pbpython.com/pandas-crosstab.html
Pbpython
Pandas Crosstab Explained
Explanation of pandas crosstab function, how to use it and some of its features.
Python drawer
https://www.youtube.com/watch?v=QjrfUO91wfc
YouTube
Python Django deployment from GitHub to AWS EC2
Python django deployment from GitHub to aws ec2 (Elastic Compute Cloud)
cd Downloads/
mv zillows.pem ~/Desktop/
cd ..
cd desktop
chmod
ssh
yes
sudo apt-get update
sudo apt-get install python-pip python-dev nginx git
Y
sudo apt-get update
sudo pip install…
Python drawer
https://medium.com/@lubna_22592/building-production-pyspark-jobs-5480d03fd71e
Medium
Building Production PySpark Jobs
Data processing, insights and analytics are at the heart of Addictive Mobility, a division of Pelmorex Corp. We take pride in our data…
Python drawer
https://github.com/jerry-git/learn-python3
GitHub
GitHub - jerry-git/learn-python3: Jupyter notebooks for teaching/learning Python 3
Jupyter notebooks for teaching/learning Python 3. Contribute to jerry-git/learn-python3 development by creating an account on GitHub.
Python drawer
https://github.com/jlaine/aiortc
GitHub
GitHub - jlaine/aiortc: WebRTC and ORTC implementation for Python using asyncio
WebRTC and ORTC implementation for Python using asyncio - jlaine/aiortc
Python drawer
https://github.com/autonomio/talos
GitHub
GitHub - autonomio/talos: Hyperparameter Experiments with TensorFlow and Keras
Hyperparameter Experiments with TensorFlow and Keras - autonomio/talos
Python drawer
https://github.com/tonysyu/logquacious
GitHub
tonysyu/logquacious
Logquacious is a set of simple logging utilities to help you over-communicate. - tonysyu/logquacious
Python drawer
https://github.com/dataplayer12/shavenet
GitHub
GitHub - dataplayer12/shavenet: Predict when you last shaved with machine learning
Predict when you last shaved with machine learning - dataplayer12/shavenet
Python drawer
https://github.com/albu/albumentations
GitHub
GitHub - albumentations-team/albumentations: Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078…
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 - albumentations-team/albumentations
Python drawer
https://github.com/kennethreitz/responder
GitHub
GitHub - kennethreitz/responder: A familiar HTTP Service Framework for Python.
A familiar HTTP Service Framework for Python. Contribute to kennethreitz/responder development by creating an account on GitHub.
Python drawer
https://github.com/parrt/dtreeviz
GitHub
GitHub - parrt/dtreeviz: A python library for decision tree visualization and model interpretation.
A python library for decision tree visualization and model interpretation. - parrt/dtreeviz
Python drawer
https://github.com/connerlane/degrees-of-wikipedia
GitHub
connerlane/degrees-of-wikipedia
Get from one wikipedia page to another in as few clicks as possible - connerlane/degrees-of-wikipedia
Python drawer
https://github.com/socialcopsdev/camelot/
GitHub
GitHub - atlanhq/camelot: Camelot: PDF Table Extraction for Humans
Camelot: PDF Table Extraction for Humans. Contribute to atlanhq/camelot development by creating an account on GitHub.
Python drawer
https://github.com/arviz-devs/arviz
GitHub
GitHub - arviz-devs/arviz: Exploratory analysis of Bayesian models with Python
Exploratory analysis of Bayesian models with Python - arviz-devs/arviz