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The Missing Semester of Your CS Education 📚
Python module for performing linear regression for data with measurement errors and intrinsic scatter
FDH2 / UxPlay
Forked from antimof/UxPlayAirPlay Unix mirroring server
High-Performance Symbolic Regression in Python and Julia
Imfit: an open-source astronomical image-fitting program.
Notebooks about Bayesian methods for machine learning
Code for our paper "Hamiltonian Neural Networks"
Type in Morse code by repeatedly slamming your laptop shut
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
Machine Learning algorithm implementations from scratch.
Bayesian fitting of Sersic profiles to galaxy images accelerated with jax
Code for "SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning" by Zolman et al.
Remove cosmic rays from an astronomical image using L.A.Cosmic
Provide a program that can download the images (both fits and png) from DESI-LS
Hello! This program is a simple estimator of the SBF uncertainty based in a set of simulations of similar galaxies. It creates a Monte Carlo set of mock galaxies where a known fluctuation is introd…
a structural diff that understands syntax 🟥🟩
SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
A package for the sparse identification of nonlinear dynamical systems from data
Code samples for my book "Neural Networks and Deep Learning"