Mostafa-Samir / Hands-on-Intro-to-Auto-Diff

Related projects ⓘ

Alternatives and complementary repositories for Hands-on-Intro-to-Auto-Diff

• ucl-bug / jaxdf
  A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
  ☆121Updated 2 months ago
• paulgavrikov / parallel-matplotlib-grid
  This Python 3 module helps you speedup generation of subplots in pseudo-parallel mode using matplotlib and multiprocessing. This can be u…
  ☆16Updated 2 years ago
• moble / quaternionic
  Interpret numpy arrays as quaternionic arrays with numba acceleration
  ☆84Updated this week
• scivision / python-performance
  Performance benchmarks of Python, Numpy, etc. vs. other languages such as Matlab, Julia, Fortran.
  ☆28Updated 7 months ago
• kb-press / ndsplines
  Multi-dimensional B-splines
  ☆28Updated last week
• cranmer / stats-ds-book
  http://cranmer.github.io/stats-ds-book
  ☆67Updated 3 years ago
• simon-r / PyParticles
  Particles simulation in python
  ☆82Updated 7 months ago
• juliusberner / oberwolfach_workshop
  Material for 'Mathematics of Deep Learning Workshop' (Invited Talk)
  ☆17Updated last year
• inducer / numpde-notes
  Slides/notes and Jupyter notebook demos for an introductory course of numerical methods for PDEs
  ☆19Updated 7 months ago
• sympy / scipy-2017-codegen-tutorial
  SymPy code generation tutorial at SciPy 2017
  ☆61Updated 6 years ago
• sigma-py / smoothfit
  Smooth data fitting in N dimensions.
  ☆53Updated last year
• ericjang / pt-jax
  Path Tracing in JAX
  ☆69Updated 4 years ago
• luckystarufo / multiscale_HiTS
  ☆68Updated 4 years ago
• inducer / boxtree
  Quad/octree building for FMMs in Python and OpenCL
  ☆65Updated 2 weeks ago
• MilesCranmer / sympy2jax
  Turning SymPy expressions into JAX functions
  ☆42Updated 3 years ago
• Ceyron / scientific-python-course
  Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras
  ☆22Updated 2 years ago
• numfys / numfys
  A resource for use of numerical physics with Python, covering many topics in physics.
  ☆36Updated 2 years ago
• markmbaum / orthopoly
  Python functions for orthogonal polynomials and (real, 2D, orthonormal) spherical harmonics
  ☆9Updated last year
• dfouhey / sdodemo
  Demo code for miniature version of Solar Dynamics Observatory dataset
  ☆11Updated 5 years ago
• PythonOptimizers / pykrylov
  A library of Krylov methods in pure Python
  ☆61Updated last year
• sigma-py / ndim
  Compute multidimensional volumes and monomial integrals.
  ☆21Updated 10 months ago
• dbindel / cs6210-f19
  Course material for Cornell CS 6210 for Fall 2019
  ☆25Updated 4 years ago
• chr1shr / am225_examples
  Harvard Applied Math 225: Code Examples
  ☆21Updated 2 years ago
• lace / polliwog
  2D and 3D computational geometry library
  ☆29Updated 2 months ago
• greydanus / optimize_wing
  We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.
  ☆25Updated 4 years ago
• kevinzakka / learn-linalg
  Learning some numerical linear algebra.
  ☆71Updated 3 years ago
• lindonroberts / trust-region
  Python trust-region subproblem solvers for nonlinear optimization
  ☆26Updated 3 months ago
• IvanYashchuk / fenics-pymc3
  Differentiable interface to FEniCS for PyMC3
  ☆20Updated last year
• cvanderwel / TurbulentFlows
  Data and Code supporting the eBook by Castro and Vanderwel (2021)
  ☆18Updated 2 years ago
• ketch / numerical_linear_algebra_notebooks
  IPython notebooks with supplementary material to accompany the textbook by Trefethen & Bau.
  ☆29Updated 6 years ago