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Wellspring

Wellspring is a project to archive all the knowledge that I have acquired during my academic pursuit. Note that it is displayed much better on nbviewer rather than on GitHub.

Goal

To archive the knowledge such that:

  • it is easily accessible and shareable
  • explanations are demonstrated in an interactive fashion, through the use of Jupyter notebooks.

Progress

Completed

  1. neural_network
  2. fuzzy_system
  3. cyber_security
  4. statistic
  5. graph_theory

Some minor tweaks required

  1. algorithm analysis
  2. ai

WIP

  1. computer_networks
  2. computer_vision
  3. discrete_structures
  4. natural_language_processing
  5. linear_optimization

Future modules

  1. Linear algebra
  2. Signal processing
  3. Multivariable differential equations
  4. Basic circuitry

Contribution

Feel free to create issues (or even PR's) for any typos, improvements, or even if you have any doubts about the subject matter (though the frequency of addressing issues may vary).

Acknowledgement

All information produced in this repository are adapted from various modules provided by National University of Singapore.

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Repository of knowledge learnt, ranging from Computer Science to Mathematics

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  • Jupyter Notebook 99.6%
  • Other 0.4%