ml

Projects

• dynamic control learning gzrover framework
• energy model control : temperature and environment sensors network for automated control and monitoring
• code analysis : parsing, clusturing and learning from other codes experience

Deep learning

Machine learning practicing, focus on popular platform

• TensorFlow
• Keras
• TFX

Data mining

• numpy

• pandas

  ipython nbconvert .\analyse.ipynb

Data visualisation

• Matplotlib
• plotly (online visualisation)

IDEs

• Jupyter notebook
• VSCode Python extension (works as Jupyter notebooks)

Note & Licensing

Code in this repo is simply a collection of code, not intended to be particularly organised, for examples and tutorials please follow the official websites of frameworks providers. Any code that will constitute a relevant project will move outside of this repo. All licenses from original framework authors apply, in case of headers available they will be kept.

Cheat-sheets references

https://www.dataquest.io/blog/large_files/numpy-cheat-sheet.pdf https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Numpy_Python_Cheat_Sheet.pdf https://www.dataquest.io/blog/large_files/pandas-cheat-sheet.pdf https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf