PRML
simfin-tutorials
| PRML | simfin-tutorials | |
|---|---|---|
| 1 | 8 | |
| 11,250 | 248 | |
| - | 0.8% | |
| 0.0 | 1.9 | |
| almost 2 years ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | GNU General Public License v3.0 or later |
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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
simfin-tutorials
- simfin-tutorials: NEW Data - star count:215.0
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Learning Python for Finance
https://simfin.com/ is a data provider that uses python API's. The site has many examples of how to use the datasets https://github.com/SimFin/simfin-tutorials You have to pay for the recent data, but the older data is free.
What are some alternatives?
retrolab - JupyterLab distribution with a retro look and feel π
Julia-on-Colab - Notebook for running Julia on Google Colab
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.
FinMind - Open Data, more than 50 financial data. ζδΎθΆ ι 50 ειθθ³ζ(ε°θ‘ηΊδΈ»)οΌζ―倩ζ΄ζ° https://finmind.github.io/
pyprobml - Python code for "Probabilistic Machine learning" book by Kevin Murphy
TrainYourOwnYOLO - Train a state-of-the-art yolov3 object detector from scratch!
football-crunching - Analysis and datasets about football (soccer)
simfin - Simple financial data for Python
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
Jupyter-PowerShell - Jupyter Kernel for PowerShell