Eric Frank (mysterefrank)

mysterefrank

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Company:Uber AI Labs & ML Collective

Location:San Francisco, CA

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Eric Frank's repositories

pytorch_differentiable_auc

Use ~AUC as a loss function for neural networks. Uses Wilcoxon-Mann-Whitney U. statistic. Idea found in an old AAAI paper

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pcaGAN

GAN on a schedule

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Apriori_Algorithm_Implementation

Implementation of the Apriori algorithm.

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covid

Bayesian modeling of COVID-19

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cppn-gan-vae-cifar-tensorflow

First attempt to use the previous CPPN-GAN-VAE model to train on CIFAR-10 images.

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evoGAN

can we use evolution to stabilize gan optimization? some experiments towards answering that question.

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generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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gpt-3-experiments

Test prompts for OpenAI's GPT-3 API and the resulting AI-generated texts.

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Hamiltonian-Path-Counter

Counts the number of hamiltonian paths in an n x m grid graph.

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Hello_World

First repository

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improved-gan

code for the paper "Improved Techniques for Training GANs"

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petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

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Scrabble-Step-Ladder

An original programming contest problem written by Quora engineers, available in the Quora Codesprint happening now at http://quora.interviewstreet.com/.

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Simple_GA

A Simple Genetic Algorithm I modeled later bipedal walking work on.

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tensorpack

Neural Network Toolbox on TensorFlow

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