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2dconv_pub

Predicting time series with a 2D convolution network

adcme.jl

Automatic Differentiation Library for Computational and Mathematical Engineering

add-gp-bandits

Additive Gaussian Process Bandits - version 1.0

adjointnonlinearraytracing

Differentiable ray tracing through inhomogeneous media

afno-transformer

Adaptive FNO transformer - official Pytorch implementation

aipoincare

Counting the number of conservation laws from trajectory data

arcade

The ARtillery Crater Analysis and Detection Engine (ARCADE) is an experimental computer vision application built using MATLAB. ARCADE scans satellite imagery for signs of artillery bombardment, geocodes artillery blast craters, and will ultimately calculate the inbound trajectory of projectiles.

ast_t5

atom

:atom: The hackable text editor

audit-ai

detect demographic differences in the output of machine learning models or other assessments

chatgpt-wrapper

API for interacting with ChatGPT and GPT4 using Python and from Shell.

code_segmentation

NLP approach to Source Code Segmentation

cond_rnn

Conditional RNNs for Tensorflow / Keras.

constrained-hamiltonian-neural-networks

covid19_ultrasound

Open source lung ultrasound (LUS) data collection initiative for COVID-19.

ddnn

deeplearningmor

Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechanics and Engineering (CMAME).

deeponet

Learning nonlinear operators via DeepONet

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

deepwave

Wave propagation modules for PyTorch.

deepxde

Deep learning library for solving differential equations

difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

digitaltwin_tutorial

Digital twin for structural dynamics applications

double-pendulum-motion-animation

Animation of the motion a double-pendulum. Both Julia and Python versions of the code are given.

dropoutuncertaintydemos

What My Deep Model Doesn't Know...

dynqual

DYNQUAL

ea-lstm

EA-LSTM: Evolutionary attention-based LSTM for time series prediction

ea-lstm-1

EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction

ealstm_regional_modeling

Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"