https://github.com/a-mhamdi/journey-into-ml

Showcase some machine learning algorithms.
https://github.com/a-mhamdi/journey-into-ml

deep-neural-networks julialang keras machine-learning-algorithms python rlang tensorflow

Last synced: 3 months ago
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Showcase some machine learning algorithms.

• Host: GitHub
• URL: https://github.com/a-mhamdi/journey-into-ml
• Owner: a-mhamdi
• License: mit
• Created: 2023-08-11T18:51:02.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-10-05T20:56:13.000Z (3 months ago)
• Last Synced: 2024-10-12T23:23:40.390Z (3 months ago)
• Topics: deep-neural-networks, julialang, keras, machine-learning-algorithms, python, rlang, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 94.7 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# A Journey Into ML Algorithms

I share here some machine learning code samples, written in `Julia`, `Python`, and `R`. They serve general-purpose applications. Some of the main topics include, but are not restricted to:

1. Regression;

1. Classification;

1. Clustering;

1. Artificial Neural Network (MLP and CNN).

For reference, I put, inside the folder _RUN-THROUGH_, screenshots of algorithms being executed, which show what the outcomes of the running codes would look like. 

**Useful GUI tools**

- [visualpython.ai/](https://visualpython.ai/)

- [drawdata.xyz/](https://drawdata.xyz/)

- [trymito.io/](https://trymito.io/)

- [pivottable.js.org/](https://pivottable.js.org/)

- [gigasheet.com/](https://gigasheet.com/)

- [github.com/Kanaries/pygwalker/](https://github.com/Kanaries/pygwalker/)

- [github.com/ydataai/ydata-profiling/](https://github.com/ydataai/ydata-profiling/)

- [playground.tensorflow.org/](https://playground.tensorflow.org/)