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2018sendai_indoor_localization

MATLAB code for wireless indoor localization.

acoular

Library for acoustic beamforming

adaptive-multispeaker-separation

Adaptive and Focusing Neural Layers for Multi-Speaker Separation Problem

ai-feynman

awesome-deep-rl

For deep RL and the future of AI.

awesome-rl

Reinforcement learning resources curated

beamforming

Matlab files for various types of beamforming

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

deep-attractor-network-tflearn

Attempt at implementing the Deep Attractor Network in TFLearn for single-source, multiple speaker speech separation.

deep-symbolic-regression

Source code for deep symbolic regression.

deepbeam

Deep learning based Speech Beamforming

deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

deepsymreg

Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"

doa-tools

A set of MATLAB functions for direction-of-arrival (DOA) estimation in array signal processing.

embed

Efficient Methods for BEamforming Deconvolution

fista

FISTA implementation in MATLAB (recently updated FISTA with backtracking)

frida

A high-resolution direction-of-arrival finding algorithm relying on finite rate of innovation sampling with a robust reconstruction algorithm.

gitskill

gptips2f-matlab

GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved

internalwaves

Models the linearized, three-dimensional internal wave equation with arbitrary stratification.

kaggle_salt_bes_phalanx

Kaggle Salt b.e.s. & phalanx

lae_svd

learngit

music-source-separation

Separating singing voice from music based on deep neural networks in Tensorflow

pathplanning

Common used path planning algorithms with animations.

python_segy

A python toolbox for generating seismic training samples, integrated with pytorch

sound_localization_algorithms

Classical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.

symbolic-metamodeling

Codebase for "Demystifying Black-box Models with Symbolic Metamodels", NeurIPS 2019.

symbolic-regression

predicting equations from raw data with deep learning

tcdf

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series