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_toc.yml
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- file: introduction
title: Start Here
- file: 00_python/python
sections:
- file: 00_python/using_python
- file: 00_python/basics
- file: 00_python/bitsbytes
- file: 00_python/basic_packages
- file: 00_python/functions
- file: 00_python/classes
- file: 00_python/modules
- file: 00_python/decorators
- file: 00_python/iterators
- file: 00_python/pyplot
- file: 00_python/misc
- file: 01_analysis/analysis
sections:
- file: 01_analysis/asymptotic_notation
- file: 01_analysis/recursion
- file: 01_analysis/convergence
- file: 02_linear_algebra/linear_algebra
sections:
- file: 02_linear_algebra/memory
- file: 02_linear_algebra/numpy_scipy_linalg
- file: 02_linear_algebra/blas_lapack
- file: 02_linear_algebra/sparse
- file: 02_linear_algebra/linearoperators
- file: 02_linear_algebra/sparse_linalg
- file: 02_linear_algebra/pytorch
- file: 02_linear_algebra/convolutions
- file: 03_optimization/optimization
sections:
- file: 03_optimization/scipy_opt
- file: 04_functions/functions
sections:
- file: 04_functions/sympy
- file: 04_functions/roots
- file: 04_functions/differentiation
- file: 04_functions/ode_initial
- file: 04_functions/interpolation
- file: 04_functions/integration
- file: 04_functions/bvp
- file: 05_graphs/graphs
sections:
- file: 05_graphs/networkx
- file: 05_graphs/spectral
- file: 06_probability_statistics/prob_stat
sections:
- file: 06_probability_statistics/generating_random
- file: 06_probability_statistics/scipy_stats
- file: 07_data/data
sections:
- file: 07_data/pandas
- file: 07_data/sklearn
- file: 07_data/dimension_reduction
- file: 07_data/pytorch
- file: 08_geometry/geometry
sections:
- file: 08_geometry/distances
- file: 08_geometry/nearestneighbor
- file: 09_computing/computing
sections:
- file: 09_computing/basic_bash
- file: 09_computing/git
- file: 09_computing/unittest
- file: 09_computing/packages
- file: 09_computing/performance/performance
sections:
- file: 09_computing/performance/ipython
- file: 09_computing/performance/numpy_ufuncs
- file: 09_computing/environments
- file: 09_computing/agent_based_models