Russell Hanson's repositories
AtacWorks
Deep learning based processing of Atac-seq data
bonsai-jupyter-notebook
A Jupyter Notebook for how to use the Bonsai API.
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
config
Configuration Documentation for Kovan
CoordConvExperiments
Notebooks to reproduce [CoordConv paper](https://arxiv.org/abs/1807.03247) using PyTorch framework and Ignite
deepvariant
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
elektronn3
A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
endjinn
ML-powered multi-agent simulation toolkit
GAAS
Open source autonomous aviation and drone intelligence software platform, designed for drones and VTOLs.
ib_insync
Python framework for Interactive Brokers API
lagom
lagom: A light PyTorch infrastructure to quickly prototype reinforcement learning algorithms.
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
MetaOptNet
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
onetimepad
A hacky implementation of one-time-pad
PyMesh
Geometry Processing Library for Python
recurrent-relational-networks
Code accompanying the paper Recurrent Relational Networks for Complex Relational Reasoning https://arxiv.org/abs/1711.08028
shap
A unified approach to explain the output of any machine learning model.
Siamese-Networks
Few Shot Learning by Siamese Networks, using Keras.
SyConn
Software for the generation and analysis of volume eletron microscopy based synaptic connectomes of brain tissue.
TCN
Sequence modeling benchmarks and temporal convolutional networks
TF_TCN
Tensorflow Temporal Convolutional Network