Numerical Methods with Python, Numpy and Matplotlib
Numerical Bric-a-Brac
Collections of numerical techniques with Python and standard computational packages (Numpy, SciPy, Numba, Matplotlib …).
Implicit Solver
Folder implicit_solver
Description Implicit Solver.
Explore code generation of vectorized code for physics solver.
- Time Integrator : Baraff and Witkin’s
- Spring / Area / Bending / Collision Constraint
- Early code generator for vectorized code
Path Tracing
Folder path_tracing
Description Path Tracer with Python and Numba
- Multithreading with Memory pool per-thread
ConvNet
Examples of convolution neural network architectures.
| ConvNet |  |
Convolution neural network with Keras |
| ResNet | |
Residual neural network with Keras |
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Generative Network
Examples of generative neural