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Evan Peterson's Projects

autotensor icon autotensor

Automatically train and tune a neural network on your data. Hyperparameter optimization for free.

brnn icon brnn

An implementation of a Bidirectional Recurrent Neural Network

ddr-dataset icon ddr-dataset

A General-purpose High-quality Dataset for Diabetic Retinopathy Classification, Lesion Segmentation and Lesion Detection

flexga icon flexga

A flexible, multi-purpose genetic algorithm that can simultaneously support real, integer, categorical, boolean, and real vector arguments.

hyperopt-poc icon hyperopt-poc

A proof of concept for gradient-based hyperparameter optimization of real and integer-valued hyperparameters for lightweight models.

label-studio-frontend icon label-studio-frontend

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package

msr-linux icon msr-linux

An MSR (Mining Software Repository) study of the Linux kernal repository.

ner icon ner

A lightweight, trainable, Keras-based Named Entity Recognizer

phonemicizer icon phonemicizer

A seq2seq model that translates english words to their phonetic pronunciations

ray-ml-couchbase icon ray-ml-couchbase

Uses Ray, Scikit-Learn, SKPlumber, and CouchBase to run distributed ML experiments and save them in a DB.

retina_dataset icon retina_dataset

Retina dataset containing 1) normal 2) cataract 3) glaucoma 4) retina disease

skplumber icon skplumber

An AutoML tool and lightweight ML framework for Scikit-Learn.

skplumber-eval icon skplumber-eval

Code for evaluating the performance of the skplumber package against baselines and competition

speare-net icon speare-net

Write your own Shakespeare text with a generative char-net neural network!

web-tools icon web-tools

Productivity tools hosted in a back-end free web app

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