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neural-symbolic-machines

neural-symbolic-machines

by crazydonkey200 · GitHub

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

# deep-learning# deep-reinforcement-learning# program-synthesis# reinforcement-learning
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⭐ Stars
385
🍴 Forks
68
📜 License
Apache-2.0
Commercial use OK
📅 Created
2018
🔄 Last commit
3 yr ago
🏷️ Category
deep-learning
💻 Language
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📈 Star history
386385
2026-07-202026-07-21
📄 About

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

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What is neural-symbolic-machines?

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

Is neural-symbolic-machines open source?

neural-symbolic-machines is an open-source project. It is released under the Apache-2.0 license.

Is neural-symbolic-machines free?

Yes. neural-symbolic-machines is free and open source — you can use, modify and self-host it.

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