Nathan's repositories
tf_sprinkles
Fast and efficient sprinkles augmentation implemented in TensorFlow
spacetracktool
A Python class for making requests to space-track.org
config_files
Configuration files, like bashrc, vimrc, and fish functions.
couch_surfing
Jupyter notebook for couch surfing presentation on Siamese neural networks
conda_environments
Anaconda environment yaml definition files.
fits_proto
Protocol buffer for the FITS astronomical data file format
DaSiamRPN
[ECCV2018] Distractor-aware Siamese Networks for Visual Object Tracking
efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
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
ondemand
Supercomputing. Seamlessly. Open, Interactive HPC Via the Web
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
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow-yolov4-tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
videos
Code for the manim-generated scenes used in 3blue1brown videos