Jacob A Rose's repositories

pyleaves

Full project repo containing sub-packages for database, dataloaders, models, training, and analysis.

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models

Models and examples built with TensorFlow

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tfrecord

TFRecord reader for PyTorch

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augmix-tf

Implementation of AugMix (2020) in TensorFlow

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awesome-slugify

Python flexible slugify function

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computer-vision-cracks-the-leaf-code-2016

Code from the 2016 PNAS paper

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convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

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grad-cam-pytorch

PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps

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keep-a-changelog

If you build software, keep a changelog.

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keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

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leavesdb

Functions and scripts for interacting with an lmdb database

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make-a-readme

:page_facing_up: Because nobody can read your mind (yet)

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pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

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sklearn-deap

Use evolutionary algorithms instead of gridsearch in scikit-learn

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Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

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TF2_template

a simple template for Tensorflow 2.X

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