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1. reddy-lab-code-research/PPOCoder reddy-lab-code-research/PPOCoder Public

   Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"

   Python 100 11

2. zbliu98/GRAM-ODE zbliu98/GRAM-ODE Public

   Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"

   Python 15 1

3. deep-symbolic-mathematics/TPSR deep-symbolic-mathematics/TPSR Public

   [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"

   Python 58 13

4. deep-symbolic-mathematics/Multimodal-Math-Pretraining deep-symbolic-mathematics/Multimodal-Math-Pretraining Public

   [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training"

   Python 49 6

5. deep-symbolic-mathematics/Multimodal-Symbolic-Regression deep-symbolic-mathematics/Multimodal-Symbolic-Regression Public

   [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining

   Python 16 3

6. deep-symbolic-mathematics/LLM-SR deep-symbolic-mathematics/LLM-SR Public

   This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models

   Python 46 7