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adversarial_attack

This is an adversarial attack against the inception v3 network on an ImageNet example.

ai2thor-rearrangement

🔀 Visual Room Rearrangement

alexa_variable_input

An example flask alexa app that reads freeform variable text inputs.

allenact

An open source framework for research in Embodied-AI from AI2.

android-neural-rps

Source for Neural RPS, an android app to play rock paper scissors against a Neural Network trained in real time using tensorflow.

android-tensorflow-example

Runs inference and training on a TensorFlow model built in Python on a Java Android App.

ann-cuda

This is a c++ implementation of a basic neural network

attend_experiment

An experiment using a novel attention mechanism with multiple pathways.

attrigram

Model using Inception v3 to predict attributes from the deep fashion dataset.

audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch.

autodiff

A simple package for automatically calculating high order jacobian tensors.

autograd

A lightweight package I developed for my own use in homeworks for implementing neural nets.

autoregressive_inference

Code for "Discovering Non-monotonic Autoregressive Orderings with Variational Inference" (paper and code updated from ICLR 2021)

batch_attention_test

This is a prototype for the attention mechanism used in my research with image captioning.

best_first

Non-Sequential Decoding Strategies for Image Captioning

best_first_old

Implements a novel algorithm that I am proposing.

big_gan

Implements big gan in tensorflow using keras.

bvn

Birkhoff-von Neumann Decomposition with a Greedy Birkhoff Heuristic

captionkit

A collection of helpful image captioning classes.

cartpole-dqn

This is an implementation of dqn training to solve the cartpole control problem.

cider

A pure python cider scorer using numpy, see: https://arxiv.org/abs/1411.5726.

classification-tutorial

Code for the blog tutorial at https://www.btrabucco.com/blog/training-a-classifier.

coco-caption

Adds SPICE metric to coco-caption evaluation server codes

coco_metrics

evaluation scripts to be used with the detailed_captioning repository. Forked from tylin/coco-caption

conceptual_captions

Implements a serialization script for the Google Conceptual Captions dataset for CVPR 2019.

constrained_beam_search

A tensorflow implementation of constrained beam search that supports arbitrary constraint definitions.

conv-python

This is an implementation of a convolutional neural network in python using numpy.

cs285

A minimalist reinforcement learning package for TensorFlow 2.0.

da-fusion

Effective Data Augmentation With Diffusion Models