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David Hockaday's Projects

deepsolid icon deepsolid

A library combining solid quantum Monte Carlo and neural network.

deeptime icon deeptime

PyTorch code for DeepTime: Deep Time-Index Meta-Learning for Non-Stationary Time-Series Forecasting

deeptime-1 icon deeptime-1

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

deepxde icon deepxde

A library for scientific machine learning and physics-informed learning

dejavu icon dejavu

Audio fingerprinting and recognition in Python

deltaconv icon deltaconv

Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."

demucs_lightning icon demucs_lightning

Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features

demxf icon demxf

Tools for manipulating Cycling'74 Max/MSP files

despawn icon despawn

Code of DeSpaWN ((https://doi.org/10.1073/pnas.2106598119)

detecta icon detecta

A Python module to detect events in data

detecting-dimensionality icon detecting-dimensionality

Codes for inferring the intrinsic dimension of a real network in the geometric soft configuration/hyperbolic map model

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

detr icon detr

End-to-End Object Detection with Transformers

dhvt icon dhvt

This is an official implementation of our NeurIPS 2022 paper "Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets".

diffan icon diffan

Diffusion Models for Causal Discovery

diffpure icon diffpure

A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.

diffres-python icon diffres-python

Learning differentiable temporal resolution on time-series data.

diffroll icon diffroll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

diffwave icon diffwave

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

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