pauljblazek / deepdistillingLinks
Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform human-designed algorithms
☆91Updated last year
Alternatives and similar repositories for deepdistilling
Users that are interested in deepdistilling are comparing it to the libraries listed below
Sorting:
- Framework enabling modular interchange of language agents, environments, and optimizers☆116Updated this week
- A language agent gym with challenging scientific tasks☆219Updated this week
- ☆44Updated 2 years ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆212Updated last week
- Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX☆45Updated 2 years ago
- ☆21Updated 8 months ago
- ☆62Updated 9 months ago
- ☆178Updated 2 years ago
- a python library for cats and hypercats☆23Updated 3 months ago
- A simple example of VAEs with KANs☆11Updated last year
- Your favourite classical machine learning algos on the GPU/TPU☆20Updated 11 months ago
- Code for "Learning Graph Cellular Automata" (NeurIPS 2021).☆77Updated 3 years ago
- Pretraining infrastructure for multi-hybrid AI model architectures☆195Updated 4 months ago
- Computing on Topological Domains☆248Updated this week
- Official implementation of E(n)-equivariant Graph Neural Cellular Automata☆35Updated 2 months ago
- Benchmark for LLM-based Agents in Computational Biology☆65Updated 2 months ago
- Evolution Pretraining Fully in Int Formats☆123Updated 2 weeks ago
- Code for paper E(n)-Equivariant Topological Neural Networks☆36Updated last year
- This repository contains the data and scripts necessary to reproduce the results presented in the paper: **"Scalable molecular simulation…☆48Updated last year
- A Python Library for Learning Non-Euclidean Representations☆67Updated 4 months ago
- Representation Learning on Topological Domains☆90Updated last week
- Interesting Scientific Idea Generation Using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders☆31Updated 10 months ago
- Open source package for accelerated symbolic discovery of fundamental laws.☆118Updated 2 months ago
- Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.☆174Updated 2 years ago
- ☆231Updated last week
- This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classificatio…☆25Updated last year
- ☆16Updated 3 months ago
- Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network☆79Updated 2 years ago
- Pretraining Code for METAGENE-1☆68Updated 11 months ago
- Automated Hypothesis Testing with Agentic Sequential Falsifications☆234Updated 6 months ago