e2crawfo

agricola

Work-in-progress implementation of agricola board game (revised edition) for training AI.

atari_rollouts

Rollouts gathered through training a PPO agent on Atari, originally used for evaluating unsupervised object detection/tracking networks SPAIR and SILOT.

auto_yolo

Original implementation of Spatially Invariant Attend, Infer, Repeat (SPAIR) in TensorFlow.

backgrounds

cleanup-learning

Python code for learning a cleanup memory with nengo. Currently uses Nengo 1.4.

clify

Wraps your python functions in a simple, mildly intelligent command line interface.

cogsci2014

dps

Library for running and managing machine learning experiments with tensorflow and pytorch.

hrr-scaling

Python/CUDA code to create a spiking neural network that can encode and traverse the Wordnet lexical database.

silot

Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).

e2crawfo/auto_yolo

Original implementation of Spatially Invariant Attend, Infer, Repeat (SPAIR) in TensorFlow.

e2crawfo/hrr-scaling

Python/CUDA code to create a spiking neural network that can encode and traverse the Wordnet lexical database.

e2crawfo/silot

Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).

e2crawfo/agricola

Work-in-progress implementation of agricola board game (revised edition) for training AI.

e2crawfo/dps

Library for running and managing machine learning experiments with tensorflow and pytorch.

e2crawfo/atari_rollouts

Rollouts gathered through training a PPO agent on Atari, originally used for evaluating unsupervised object detection/tracking networks SPAIR and SILOT.

e2crawfo/backgrounds

e2crawfo/clify

Wraps your python functions in a simple, mildly intelligent command line interface.

e2crawfo/e2crawfo.github.io

e2crawfo/gvgai_gym

e2crawfo/gym

A toolkit for developing and comparing reinforcement learning algorithms.

e2crawfo/gym-recording

Add-on package to gym, to record sequences of actions, observations, and rewards

e2crawfo/hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

e2crawfo/mnist_arithmetic

e2crawfo/monodepth2

Monocular depth estimation from a single image

e2crawfo/notetaker

e2crawfo/procgen

Procgen Benchmark: Procedurally Generated Game-Like Gym Environments

e2crawfo/py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

e2crawfo/PyDSRL

Faithful Python implementation of the paper "Towards Deep Symbolic Reinforcement Learning" by Garnelo et al.

e2crawfo/render_sprites

A custom tensorflow op which differentiably renders sprites to a canvas.

e2crawfo/reverse_curric

e2crawfo/rllab-curriculum

e2crawfo/seq_lda

e2crawfo/simple_set_dataset

Script for generating a dataset based on a simplified version of the game of SET ( https://en.wikipedia.org/wiki/Set_(card_game)).

e2crawfo/spectral_dagger

e2crawfo/sqair

Implementation of Sequential Attend, Infer, Repeat (SQAIR)

e2crawfo/tensorflow

Computation using data flow graphs for scalable machine learning

e2crawfo/tensorflow-reinforce

Implementations of Reinforcement Learning Models in Tensorflow

e2crawfo/tracking-by-animation

e2crawfo/train-procgen

Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"