Jordan Patracone (Frecon)'s starred repositories
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
loss-landscape
Code for visualizing the loss landscape of neural nets
pyminifier
Pyminifier is a Python code minifier, obfuscator, and compressor.
pytorch_wavelets
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
gradient-descent-the-ultimate-optimizer
Code for our NeurIPS 2022 paper
pytorch-minimize
Newton and Quasi-Newton optimization with PyTorch
pyscatwave
Fast Scattering Transform with CuPy/PyTorch
NeuralOperators.jl
DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
numdifftools
Solve automatic numerical differentiation problems in one or more variables.
alpha-beta-CROWN
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)
attack-and-defense-methods
A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
TensorDiffEq
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing
dfa-scales-to-modern-deep-learning
Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural language processing.
Neural_Heat
testing some neural network concepts (RNN, N-ODE, FNO) on a simple 2d heat transfert problem