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David Hockaday's Projects

dnnr icon dnnr

The Python package of differential nearest neighbors regression (DNNR): Raising KNN-regression to levels of gradient boosting method. Build on-top of Numpy, Scikit-Learn, and Annoy.

dnp icon dnp

Audio Denoising with Deep Network Priors

dnr-utils icon dnr-utils

Utility tools for the "Divide and Remaster" dataset, introduced as part of the Cocktail Fork problem paper: https://arxiv.org/abs/2110.09958

dog-cnns icon dog-cnns

Difference of Gaussian filters as Convolutional Filters

dora icon dora

Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experiments with a unique hash signature. Scale up to hundreds of experiments without losing your sanity.

dqn_zoo icon dqn_zoo

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

drum-pattern-datasets icon drum-pattern-datasets

This repository holds datasets of polyphonic drum patterns used in the creation of Electronic Dance Music.

drummernet icon drummernet

Supplementary material of "Deep Unsupervised Drum Transcription", ISMIR 2019

dseq-vae icon dseq-vae

BAD-VAE: A VAE framework for unsupervised disentanglement of sequential data

dsn icon dsn

[NeurIPS 22'] Dynamic Sparse Network for Time Series Classification: Learning What to “See”

dtale icon dtale

Visualizer for pandas data structures

dualqseld-tcn icon dualqseld-tcn

Official PyTorch repository for Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation

dyconnmap icon dyconnmap

A dynamic connectome mapping module in python.

dynamicvit icon dynamicvit

[NeurIPS 2021] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

dyngdim icon dyngdim

Dynamic Graph Dimensionality is a methodology for computing the relative, local and global dimension of complex networks.

dyrep icon dyrep

Official implementation for paper "DyRep: Bootstrapping Training with Dynamic Re-parameterization", CVPR 2022

dysts icon dysts

More than a hundred strange attractors

ebms_regression icon ebms_regression

Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).

edm-subgenre-classifier icon edm-subgenre-classifier

Code for "Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features" arXiv:2110.08862, 2021.

edm-subgenre-classifier-1 icon edm-subgenre-classifier-1

Code for "Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features" arXiv:2110.08862, 2021.

efficientat icon efficientat

This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training and extraction of audio embeddings.

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

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