🔵 New Python library to download &analyze street networks from #OpenStreetMap
#Python

http://urbandemographics.blogspot.co.uk/2016/11/python-links.html?m=1

🔹 Introduction to network analysis in #Python notebook using #igraph.

#homophily #weakties #contagion #clustering
https://github.com/vtraag/4TU-CSS/blob/master/presentations/traag/notebook/Network.ipynb

🖥 NetworkX 2.0 released - #python package for the creation, manipulation & analysis of networks:

http://networkx.readthedocs.io/en/latest/release/release_dev.html

Awesome set of #DataScience #MachineLearning graphics from #100DaysOfMLCode:
🔗 https://t.co/BQpyn75uQ6

#BigData #DataScientists #Algorithms #Coding #Python

🌀 #EpidemicsOnNetworks v1.0 is out.

Open source #Python software for disease spread in #ContactNetworks:

~ Handles Markovian and non-Markovian SIS/SIR simulations and many ODE models.
~ Comes with tools for visualizing simulations.

🔥 Try it:
pip install EoN

🔗 http://epidemicsonnetworks.readthedocs.io/en/latest/

Python in 90 minutes https://t.co/2N5Z4VKyCG #python

Why Excel Users Should Learn Python : https://t.co/XwF1IbqYy0 #abdsc #BigData #Analytics #DataScientists #Coding

So, check out this "Complete Tutorial To Learn #DataScience With #Python From Scratch": https://t.co/PfQ5gfcke5 #MachineLearning #AI #Algorithms

new&improved: webweb makes interactive networks in your browser, directly from #networkx, #python, and #matlab. It's lightweight, and useful for exploring data or making pub-quality figures. Now faster, with pip support, and save-to-svg button. Demo+Docs > https://t.co/m3jMfYSFaA

Skills you will gain
#Json Computer #Programming #Python #Sorting

https://www.coursera.org/specializations/python-3-programming?utm_source=promo&utm_medium=coursera&utm_campaign=targetingtest&utm_content=data-science

🌀 Machine learning is a great tool to solve problems, but how does it compare to traditional mathematical modelling? Does one win out or is there a way to combine the two?

https://andrewmellor.co.uk/blog/articles/2019/05/09/machine-learning/

#machinelearning #mathematics #datascience #pytorch #python #collab

✅ A modern guide to getting started with #Data_Science and #Python https://t.co/hFjpSOxSJA

A #Python library that helps data scientists to infer causation rather than observing correlation. #causality

https://causalnex.readthedocs.io/en/latest/

Just released a #python porting of multinet library: https://t.co/Ztmv86q3UY Resources (including an example notebook): https://t.co/eKCcumppLN Comments/feedback welcome, code & issues here: https://t.co/aWd8hdq2Yy

Free lessons on using Python for Digital Humanities, ranging from introductory lessons to Python to social networks to text analysis with Natural Language Processing.

https://www.youtube.com/pythontutorialsfordigitalhumanities

#digitalhistory #digitalhumanities #textanalysis #pythonfordh #pythonhumanities #python

Topological data analysis in Python?

Everything you need to get started in this tutorial by @elizabethmunch (part of the recent Network Science short course from the AMS):

https://t.co/XQikVxgAJR

#Python #topology #DataScience

Happy to share the release of AgentPy 0.1.0, a package for agent-based modeling in #Python that integrates the tasks of model design, interactive simulations, numerical experiments, and data analysis within a single environment. https://t.co/okyF8FDuzL

Excited to share my Jupyter book on #Reproducible #DataScience and hands-on coding with #opensource #Python Jupyter/Colab using real-world COVID-19 data on human mobility & vaccination hesitancy

Using Python code from your browser & diverse real-time data sources, you can learn open reproducible workflow, data wrangling, data exploration & visualization, pattern discovery (e.g., clustering), prediction & machine learning, causal inference, network analysis, data ethics

https://t.co/RejBOCTWgA

The slides and notebook for our @Networks2021 tutorial on #multiplex #network #analysis with #Python are now available here: https://t.co/YJIDCEPfm5

📺 ECML PKDD 2020 Tutorial on Topological Data Analysis for Machine Learning - YouTube

👤 Bastian Rieck

🔗 https://t.co/sqiGCtZcdP
#python #datascience