Ishaan Gulrajani's repositories

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

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PixelVAE

Code for the models in "PixelVAE: A Latent Variable Model for Natural Images" (https://arxiv.org/abs/1611.05013

pixel_rnn

Working Theano implementation of Pixel RNN on MNIST.

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mnist_generative

Reasonably-okay-performing implementation of a GAN and an adversarial autoencoder on MNIST.

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speech

generative models for speech

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nn

All of my deep learning work in one big repo.

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image_generation

Image generation experiments

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Marmot

[defunct] Neural network framework built on Theano

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DomainBed

DomainBed is a suite to test domain generalization algorithms

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inv-rep

Code for Invariant Rep. Without Adversaries (NIPS 2018)

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speech-1

A PyTorch Implementation of End-to-End Models for Speech-to-Text

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swft

Oh god, please not another Theano framework.

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AEye

neural image captioning

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conductor

a scripting environment for my body

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identifiability_conditions_for_domain_adaptation

Code to accompany the paper "Identifiability Conditions for Domain Adaptation" (ICML 2022).

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ParlAI

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

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pixelCNN

Theano implementation of pixelCNN architecture

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predictive_voip

uses UDP for VoIP and fills in dropped packets with predicted sound

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react-bootstrap-forms

Bootstrap form components for React with support for validations.

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Theano

Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python

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