• Stars
    star
    202
  • Rank 193,691 (Top 4 %)
  • Language
    Python
  • Created almost 7 years ago
  • Updated about 2 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Code accompanying the paper Recurrent Relational Networks for Complex Relational Reasoning https://arxiv.org/abs/1711.08028

Recurrent Relational Networks for Complex Relational Reasoning

Contains the code to reproduce the experiments in the paper Recurrent Relational Networks for Complex Relational Reasoning

Sudoku

  • python tasks/sudoku/train.py will train a RRN with the hyper parameters from the paper and save the best model in the working directory
  • python tasks/sudoku/test.py will load the best model from the working directory and evaluate it on the test set

BaBi

  • python tasks/babi/train.py will train a RRN with the hyper parameters from the paper and save the best model in the working directory
  • python tasks/babi/test.py will load the best model from the working directory and evaluate it on the test set

More Repositories

1

DeepLearnToolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
MATLAB
3,783
star
2

jslate

Write your dashboards in pure html/js
PHP
244
star
3

evostrat

A library that makes Evolutionary Strategies (ES) simple to use.
Python
177
star
4

vnca

Python
46
star
5

e2e-ie-release

Code accompanying End-to-End Information Extraction without Token-Level Supervision
Python
37
star
6

nanograd

A miniscule implementation of reverse mode auto-differentiation
Python
26
star
7

collectd-php

php class to send stats to collectd
PHP
19
star
8

attend-copy-parse

Code for the paper attend, copy, parse - End-to-end information extraction from documents (https://arxiv.org/pdf/1812.07248.pdf)
Python
13
star
9

pytorch-lgssm

A Linear Gaussian State Space Model (LGSSM) for pytorch, also known as a Linear Dynamical System (LDS)
Python
13
star
10

shapeguard

ShapeGuard allows you to very succinctly assert the expected shapes of tensors in a dynamic, einsum inspired way
Python
8
star
11

normalization

A seq2seq model for date parsing. Just for fun.
Python
8
star
12

hebbian-evolution

Python
7
star
13

screeps

6
star
14

nomnom

nomnom is a troll that lives off bits, a so called data-troll. Feed him and keep him happy :)
PHP
5
star
15

Trails

Trails is a plugin for piwik that visualizes user navigation patterns
PHP
4
star
16

pymc3-quap

Quadratic Approximation for PyMC3
Python
4
star
17

bayes-applied-stats

2
star
18

event.ly

Super simple events + invites
PHP
2
star
19

observer

beep... beep...
JavaScript
1
star
20

AESpad

AESpad is an encrypted chat service using a javascript implementation of AES and a pre-shared key.
PHP
1
star