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followers: 15.0 following: 20.0 repos: 43.0 gists: 1.0

Name: Nathan

Type: User

Company: EngineeroLabs

Bio: :(){ : | :& };:

Location: USA

Nathan's Projects

adasyn

Adaptive Synthetic Sampling Approach for Imbalanced Learning

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

astroml

Machine learning, statistics, and data mining for astronomy and astrophysics

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bnt

Bayes Net Toolbox for Matlab

burner_analysis

Analysis files for research burner data. Data files not included.

burner_control_py

Code to simulate research burner and controller.

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

conda_environments

Anaconda environment yaml definition files.

config_files

Configuration files, like bashrc, vimrc, and fish functions.

couch_surfing

Jupyter notebook for couch surfing presentation on Siamese neural networks

dasiamrpn

[ECCV2018] Distractor-aware Siamese Networks for Visual Object Tracking

deep-autoencoders-for-collaborative-filtering

Using Deep Autoencoders for predictions of movie ratings.

efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

enigma

A simulated enigma machine.

fits_proto

Protocol buffer for the FITS astronomical data file format

honeybee

An artificial bee colony implementation in Python

hpc-toolset-tutorial

Tutorial for installing Open XDMoD, OnDemand, & ColdFront

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

keras

Deep Learning for humans

keras-adversarial

Keras Generative Adversarial Networks

keras-indrnn

Implementation of IndRNN in Keras

keras-resnet

Residual networks implementation using Keras-1.0 functional API

lab_testrig

Test and control software for running my research burner, collecting data, and running various control algorithms. Written in LabVIEW.

openmht

Python module for multiple hypothesis tracking.

orbital_mechanics

Useful programs for orbital mechanics

ph-nn

A TensorFlow implementation of Port-Hamiltonian neural networks

plotneuralnet

Latex code for making neural networks diagrams

porthamiltoniannn

Port-Hamiltonian Approach to Neural Network Training

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