BlockchainEngineering
PRML
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BlockchainEngineering | PRML | |
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1 | 1 | |
24 | 11,250 | |
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0.0 | 0.0 | |
about 1 year ago | almost 2 years ago | |
Jupyter Notebook | Jupyter Notebook | |
- | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
BlockchainEngineering
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Ask HN: Recommended books and papers on distributed systems?
We developed our own university material in .ipynb format at Github. This master course applies distributed systems theory:
* [Distributed systems](https://github.com/grimadas/BlockchainEngineering/blob/maste...). Overlays and communication network. Introduction to simulation framework
PRML
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Probabilistic Machine Learning, Kevin Murphy (2nd edition, 2021)
It's a regression as far as code readability goes for fairly straightforward reasons: almost everything in Matlab is a matrix. Matrices are not first class citizens in Python, and it matters. I use Python a hell of a lot more than Matlab, but for examining how an algorithm works, Matlab wins. Go look at these PRML collections in Python and Matlab and see if you disagree:
https://github.com/ctgk/PRML
https://github.com/PRML/PRMLT
What are some alternatives?
iterative-grabcut - This algorithm uses a rectangle made by the user to identify the foreground item. Then, the user can edit to add or remove objects to the foreground. Then, it removes the background and makes it transparent.
retrolab - JupyterLab distribution with a retro look and feel 🌅
awesome-distributed-systems - A curated list to learn about distributed systems
ddia-references - Literature references for “Designing Data-Intensive Applications”
simfin-tutorials - Tutorials for SimFin - Simple financial data for Python
circomlib-ml - Circom Circuits Library for Machine Learning
pyprobml - Python code for "Probabilistic Machine learning" book by Kevin Murphy
football-crunching - Analysis and datasets about football (soccer)
prml - Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
feature-engineering-tutorials - Data Science Feature Engineering and Selection Tutorials
iotSDR - GitHub Repository for iotSDR open source material