Eric Crawford (e2crawfo)

e2crawfo

Geek Repo

Company:McGill University, Reasoning and Learning Lab

Location:Montréal, Quebec

Home Page:e2crawfo.github.io

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Organizations
ctn-waterloo

Eric Crawford's repositories

auto_yolo

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

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hrr-scaling

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

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silot

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

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agricola

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

dps

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

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atari_rollouts

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

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clify

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

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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gym-recording

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

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hmmlearn

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

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monodepth2

Monocular depth estimation from a single image

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procgen

Procgen Benchmark: Procedurally Generated Game-Like Gym Environments

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py-motmetrics

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

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PyDSRL

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

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render_sprites

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

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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)).

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sqair

Implementation of Sequential Attend, Infer, Repeat (SQAIR)

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tensorflow

Computation using data flow graphs for scalable machine learning

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tensorflow-reinforce

Implementations of Reinforcement Learning Models in Tensorflow

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train-procgen

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

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