Joshua Peterson's repositories

openwebtext

Open clone of OpenAI's unreleased WebText dataset scraper. This version uses pushshift.io files instead of the API for speed.

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cifar-10h

Original dataset release for CIFAR-10H

omi

The One Million Impressions (OMI) face dataset from Peterson et al. (PNAS, 2022)

hurd

Risky choice / decision making models written in Python

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percept2vec

Datasets and API (coming soon) for fitting CNN representations to human similarity judgments for images

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vector-space-analogy-analysis

Experimental results, data analysis, and model evaluation code from "Evaluating vector-space models of analogy" (Chen, Peterson, & Griffiths, to appear in the CogSci 2017 Proceedings).

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Dallinger

Laboratory automation for the behavioral and social sciences; human culture on a chip.

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easy_slurm

easily run slurm jobs with a python dictionary of argument values to gridsearch

funsplash

Easily scrape targeted and limitless unsplash images with no web drivers, scrolling, or nodejs unhandled pipe errors!

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ali-feature-extractor

Pretrained CIFAR10 ALI GAN with code for feature extraction (no training code)

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bigan

code for "Adversarial Feature Learning"

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blocks

A Theano framework for building and training neural networks

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bogota

Behavioral game theory analysis in Python

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cinic-10

A drop-in replacement for CIFAR-10.

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eval-word-rep

Evaluating word representations (vectors) against human word association data.

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ffhq-dataset

Flickr-Faces-HQ Dataset (FFHQ)

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gitignore

A collection of useful .gitignore templates

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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keras

Deep Learning for humans

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prog_gans_pytorch_inference

PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot

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rbf_keras

RBF layer for Keras

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stylegan-encoder

StyleGAN Encoder - converts real images to latent space

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stylegan2encoder

StyleGAN2 - Official TensorFlow Implementation

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