Nathaniel-Rodriguez

py_trees

Python implementation of behaviour trees.

PyDMD

Python Dynamic Mode Decomposition

SINDy-PI

SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics

deep-learning-fluids

A collection of codes and references for deep learning in fluid dynamics

hydrogym

An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.

pykoopman

A package for computing data-driven approximations to the Koopman operator.

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

databook_python

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

sympy

A computer algebra system written in pure Python

dysts

More than a hundred strange attractors

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Tkinter-Designer

An easy and fast way to create a Python GUI 🐍

DeepKoopman

neural networks to learn Koopman eigenfunctions

transformer-physx

Transformers for modeling physical systems

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

FinRL

FinRL: Financial Reinforcement Learning. 🔥

tf-quant-finance

High-performance TensorFlow library for quantitative finance.

stable-diffusion

A latent text-to-image diffusion model

PythonFOAM

In-situ data analyses and machine learning with OpenFOAM and Python

blog-code

Code and files related to random side projects

data-science-interviews

Data science interview questions and answers

kineto

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

nodeDiscord

brain-tokyo-workshop

🧠🗼

dagster

An orchestration platform for the development, production, and observation of data assets.

salina

a Lightweight library for sequential learning agents, including reinforcement learning

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

h-transformer-1d

Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications