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The code explored for learning and understanding working with python for numerical usecases.

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Numerical Python

Topics Covered

  • Jupyter Intro
  • Numpy Fundamentals
  • Vectors, Matrices and Multidimensional Arrays
  • Plotting with Matplotlib
  • Symbolic Computing
  • Equation Solving
  • Interpolation
  • Integration
  • Sparse Matrix and Graphs
  • Ordinary Differntial Equations
  • Partial Differential Equations
  • Testing

Installation and Getting Started

cd numerical_python
python3 -m venv venv
source venv/bin/activate
pip3 install -r requirements.txt

Learnt concepts from the following books :

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The code explored for learning and understanding working with python for numerical usecases.

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