Rancy Chepchirchir's starred repositories
bark-with-voice-clone
🔊 Text-prompted Generative Audio Model - With the ability to clone voices
course-content
NMA Computational Neuroscience course
pymc-resources
PyMC educational resources
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
numerical-tours
Numerical Tours of Signal Processing
course-content-dl
NMA deep learning course
Transformers_Are_What_You_Dont_Need
The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.
MathematicalEngineeringDeepLearning
Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org
Long-Context-Data-Engineering
Implementation of paper Data Engineering for Scaling Language Models to 128K Context
Navier-Stokes-Numerical-Solution-Using-FDM-FVM-LBM-Solver-Python-Scripting
Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume Method.
NeuralSolvers
Neural network based solvers for partial differential equations and inverse problems :milky_way:. Implementation of physics-informed neural networks in pytorch.
Numerical-Analysis-Python
Python notebooks for Numerical Analysis
algovision
Differentiable Algorithms and Algorithmic Supervision.
Physics-informed-neural-network-in-JAX
Example problems in Physics informed neural network in JAX
greenlearning
Learning Green's functions of partial differential equations with deep learning.
gdl_tutorial_turinginst
Material for the hands-on tutorial on Graph Deep Learning held at the Alan Turing Institute
MLJC-UniTo-ProjectX-2020-public
Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)
burger-pinn
A Physics-Informed Neural Network for solving Burgers' equation.
LearningNLP
Some Tutorials & in depth analysis of NLP's algorithms with an ethical flavour