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The Top 16 Neuro Symbolic Learning Open Source Projects

Open source projects categorized as Neuro Symbolic Learning
Categories > Neuro Symbolic Learning
Nscl Pytorch Release ⭐ 209
PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).
most recent commit 5 years ago
Awesome Deeplogic ⭐ 160
A collection of papers of neural-symbolic AI (mainly focus on NLP applications)
most recent commit a year ago
Neural Logic Machines ⭐ 157
Implementation for the Neural Logic Machines (NLM).
most recent commit 5 years ago
Pytholog ⭐ 76
Python library that enables using prolog syntax and logic programming in python
total releases 11most recent commit a year ago
Aika ⭐ 68
AIKA is a new type of artificial neural network designed to more closely mimic the behavior of a biological brain and to bridge the gap to classical AI. A key design decision in the Aika network is to conceptually separate the activations from their neurons, meaning that there are two separate graphs. One graph consisting of neurons and synapses representing the knowledge the network has already acquired and another graph consisting of activations and links describing the information the network
total releases 37most recent commit 3 months ago
Relnn ⭐ 19
RelNN is a novel first-order deep neural model for relational learning.
most recent commit 6 years ago
Neuro Symbolic Ai Soc ⭐ 16
Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
most recent commit 2 years ago
Lernd ⭐ 15
Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.
most recent commit 2 years ago
Esbn Pytorch ⭐ 13
Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch
total releases 4most recent commit 3 years ago
Ablkit ⭐ 12
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
most recent commit 3 months ago
P3i ⭐ 11
Pytorch implementation for Perspective Plane Program Induction from a Single Image (P3I).
most recent commit 4 years ago
Esbn Transformer ⭐ 10
An attempt to merge ESBN with Transformers, to endow Transformers with the ability to emergently bind symbols
most recent commit 3 years ago
Holographic Reduced Representations ⭐ 9
Holographic Reduced Representations
most recent commit 10 months ago
Recursivememnet ⭐ 8
Tree Stack Memory Units
most recent commit 4 years ago
Reasonable Embeddings ⭐ 7
A novel approach to learning concept embeddings and approximate reasoning in ALC knowledge bases with deep neural networks
most recent commit a year ago
Botgnn ⭐ 7
BotGNN: Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse Entailment
most recent commit a year ago
The 3 Latest Releases In Neuro Symbolic Learning Open Source Projects
Esbn Pytorch ⭐ 13
Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch
total releases 4latest release January 06, 2021most recent commit 3 years ago
Pytholog ⭐ 76
Python library that enables using prolog syntax and logic programming in python
total releases 11latest release November 16, 2020most recent commit a year ago
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