Reproduce. Replicate. Reevaluate. The long but safe way to extend machine learning methods.
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Updated
Jun 11, 2024 - Python
Reproduce. Replicate. Reevaluate. The long but safe way to extend machine learning methods.
Jaclang is a unique and powerful programming language that runs on top of Python, offering an unprecedented level of intelligence and intuitive understanding. It is designed to bridge the gap between human expression and computer logic, allowing developers to write code in a more natural and expressive way.
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations
Knowledge Enhanced Graph Neural Networks. We combine Knowledge Enhancement layers with Graph Neural Networks
Hacking a Neural Network to understand what concepts the network learns in order to solve a logic task.
EmbedPVP: Embedding-based Phenotype Variant Predictor
Implementation of the paper: " Experimenting an Approach to Neuro-Symbolic RL"
Research code for heuristically hiding information for inference run on 3rd party systems (ICML 22)
An LLM chatbot augmented by neuro-symbolic rules
The official repository for the PSYCHIC model
Library for hierarchical concept composition and reasoning
A neuro-symbolic reasoner for the EL++ description logic.
A simple compute platform
program synthesis with neuro-symbolic differentiable interpreters
Code for the ICLR 2024 paper "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data"
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
Demo for Neuro-Symbolic Agent (LOA)
Codebase for Neuro-Symbolic Continual Learning.
Holographic Reduced Representations
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