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activationloss

al-innatenavigation

Attempt to use Artificial Life to evolve innate navigation. Possible toy problem toward evolving innate recognition of "objectness."

basler

Basler camera code

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

edgetputesting

Scripts for testing Edge TPU and TFLite models.

fpga_info

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym_roos

A collection of environments for use with OpenAI Gym

installation_notes

jupyterwebapidemo

Brief demo of web API for jupyter notebook using ipywidgets, voila, and binder

null_class_adversarial_defense

Code to replicate the arxiv report https://arxiv.org/abs/2002.10084: Utilizing a null class to restrict decision spaces and defend against neural network adversarial attacks.

nupic

Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms.

nupic.examples

Some examples I made for NuPIC

nupichackathonaudio

Code and data files generated during Spring 2014 Numenta hackathon

papers_of_interest

Papers I'd ideally read, given enough time.

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

roosmay2012-vcn-unit-classification

routenet

seq2seq

sit

Self-supervised vIsion Transformer (SiT)

ssd_tensorflow2

Single Shot MultiBox Detector for Tensorflow 2.0 with Keras API

stocks

temp_repo

temporary