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roysh's Projects

deepway icon deepway

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

demucs icon demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation

denoptim icon denoptim

DENOPTIM is a software package for de novo design and virtual screening of functional molecules of any kind.

densenet.mxnet icon densenet.mxnet

:fire:A MXNet implementation of DenseNet (with BC structure):fire:

design-blocks icon design-blocks

A set of 170+ Bootstrap based design blocks ready to be used to create clean modern websites.

deskew icon deskew

Library used to deskew a scanned document

differentiable-plasticity icon differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

difflinker icon difflinker

DiffLinker: Equivariant 3D-Conditional Diffusion Model for Molecular Linker Design

dig icon dig

A library for graph deep learning research

distribution_diagrams icon distribution_diagrams

R-script for generating canonical diagrams of distributions to be used to describe Bayesian hierarchical models.

djtransgan-dg-pipeline icon djtransgan-dg-pipeline

"Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks", ICASSP 2022 (Data Generation Pipeline)

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

doccano icon doccano

Open source annotation tool for machine learning practitioners.

docker-superset icon docker-superset

Repository for Docker Image of Apache-Superset. [Docker Image: https://hub.docker.com/r/abhioncbr/docker-superset]

doclaynet icon doclaynet

DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dragonn icon dragonn

A toolkit to learn how to model and interpret regulatory sequence data using deep learning.

drfp icon drfp

An NLP-inspired chemical reaction fingerprint based on basic set arithmetic.

drqa icon drqa

Reading Wikipedia to Answer Open-Domain Questions

dscribe icon dscribe

DScribe is a python package for creating machine learning descriptors for atomistic systems.

dvc icon dvc

⚡️ML models version control, make them shareable and reproducible

equibind icon equibind

EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein

evdodgenet icon evdodgenet

EVDodgeNet: Deep Dynamic Obstacle Dodging with event cameras

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