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2048_mc

autodraw

AutoDraw

breast_bit

Breast tumor warning system and image quality tool for mammograms

cargicar.github.io

carloscardona_us

Personal web Carlos Cardona

causality-benchmark-data

Showcasing Causality Group's benchmark data through a data loading library and a signal backtesting example.

cnn_helicity_classifier

Convolutional Neural Network for the classification of helicity of intergalactic magnetic fields

cvxopt

CVXOPT -- Python Software for Convex Optimization

cython_examples

Code examples from the book.

deep-learning-dynamics-paper-list

This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepchaos

Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"

edge-of-stability

groupy

Group Equivariant Convolutional Neural Networks

housing_price_phoenix

OSL model to estimate houses prices in phoenix from scrapped data from Zillow.

ising_2d

Monte Carlo 2D Ising simulator NN and NNN model.

magenta

Magenta: Music and Art Generation with Machine Intelligence

medsam

Segment Anything in Medical Images

mlx-examples

Examples in the MLX framework

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neuraloperator

Learning in infinite dimension with neural operators.

primalboot_py39

Primal simplex implementation for the conformal bootstrap

promo_placement

Monte Carlo Reinforcement Learning to promotional placement

qm_bootstrap

Small code to compute the energies of one dimensional Quantum Mechanical systems from positivity constrains.

qmb

Small implementation of Quantum Mechanics Bootstrap Method

ritm_interactive_segmentation

Reviving Iterative Training with Mask Guidance for Interactive Segmentation

rl_mc

A Monte Carlo algorithm applied to RL.

scientificimageanalysisvisualizationandartificialintelligencecourse

ITK course

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.