abhilashmathews Goto Github PK

abhilashmathews.github.io

adahessian

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

camstudio-mousedown-highlight

Modify CamStudio so that the cursor highlight is only displayed when the mouse button is pressed

convpde

Convolutional Solvers for Partial Differential Equations

cppgps

Implementation of Numerical Gaussian Processes in C++

deepxde

Deep learning library for solving differential equations and more

demos

"For fun and profit."

fem

Finite Element Solver for Parabolic Equations

foldingdiff

Diffusion models of protein structure; trigonometry and attention are all you need!

gp_extras

Additional kernels that can be used with scikit-learn's Gaussian Process module

gp_extras_applications

Multidimensional adaptive Gaussian process regression

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

gradientpathologiespinns

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jaxpi

manim

Animation engine for explanatory math videos

mcmc-demo

Interactive Markov-chain Monte Carlo javascript demo

neuralangelo

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

ng-video-lecture

plasma

repo for plasma simulation scripts

plasmapinns

plasmapinntheory

plip

Protein-Ligand Interaction Profiler - Analyze and visualize non-covalent protein-ligand interactions in PDB files according to 📝 Adasme et al. (2021), https://doi.org/10.1093/nar/gkab294

python-tdishr

TdiShr emulation in Python

pytokamak

Routines for tokamak analysis

superradiance

Simulation of quantum optical phenomenon known as superradiance in astrophysical environments

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

tensorflow_examples

Collection of TensorFlow Examples

tiny-diffusion

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.