jmorrow1000's repositories
PINN-with-forcing-function
Physics Informed Neural Network solution for a 2nd order differential equation w/ forcing function
pykan
Kolmogorov Arnold Networks [original paper code]
KAN-from-scratch
Code repository of ml-without-tears blog: https://mlwithouttears.com/
BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
PINNs-and-iPINNs-Pytorch
[Wojtak]This repository hosts my PyTorch implementations of PINN (Physics-Informed Neural Network) and iPINN (inverse Physics-Informed Neural Network) from the tutorial https://towardsdatascience.com/inverse-physics-informed-neural-net-3b636efeb37e
WorldModels
World Models with TensorFlow 2
genetic-reflow-oven
genetic algorithm for determining optimal reflow oven settings
PINN-iPINN
physics-informed neural network and inverse physics-informed neural network
integrating-nn
integrating neural network
PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
ML-AndrewNg
Notebooks from the Machine Learning Specialization
GradientTapes_Keras
All of the code for my Medium articles
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
sentence-transformers
Sentence Embeddings with BERT & XLNet
jalammar.github.io
Build a Jekyll blog in minutes, without touching the command line.
DeepMellow
Implementation of DeepMellow algorithm (IJCAI 2019)
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
keras
Deep Learning for humans
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
python-jumpstart-course-demos
Contains all the "handout" materials for my Python Jumpstart by Building 10 Apps course. This includes try it yourself and finished versions of the 10 apps.
sandbox
Semi-supervised Learning with Variational Autoencoders - Bounded Rationality
gpuRIR
Python library for Room Impulse Response (RIR) simulation with GPU acceleration
algorithmic-examples
Algorithmic Marketing Models
contextualbandits
Python implementations of contextual bandits algorithms
mastering-pycharm-course
Course demos and handouts for Talk Python's Mastering PyCharm course
CaImAn
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
intro_stat_modeling_2017
Introduction to Statistical Modeling with Python (PyCon 2017)