🌀 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
https://andrewmellor.co.uk/blog/articles/2019/05/09/machine-learning/
#machinelearning #mathematics #datascience #pytorch #python #collab
Andrew Mellor
Machine Learning and Mathematics: Collaborators or Competitors?
So just where does machine learning fit in to the scientific world? And are we eventually going to have to resort to such methods to make progress in modelling if mathematical models cannot keep up? I'd like to argue that machine learning and mathematical…
A #Python library that helps data scientists to infer causation rather than observing correlation. #causality
https://causalnex.readthedocs.io/en/latest/
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
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
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
ZeroDivZero.com
math, cs, science,... and you!
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
GitHub
GitHub - JoelForamitti/agentpy: AgentPy is an open-source framework for the development and analysis of agent-based models in Python.
AgentPy is an open-source framework for the development and analysis of agent-based models in Python. - GitHub - JoelForamitti/agentpy: AgentPy is an open-source framework for the development and a...
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
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
👤 Bastian Rieck
🔗 https://t.co/sqiGCtZcdP
#python #datascience
YouTube
ECML PKDD 2020 Tutorial on Topological Data Analysis for Machine Learning - YouTube