parshinsh

LLM-SR

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

Multimodal-Math-Pretraining

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

Multimodal-Symbolic-Regression

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

TPSR

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

mbxp-exec-eval

parshinsh.github.io

A simple and elegant Jekyll theme for an academic personal homepage

symbolicregression

SR based on LLMs.

PPOCoder

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

srbench-competition-2023-track-1-pksm

srbench-competition-2023-track-1-pksm created by GitHub Classroom

GRAM-ODE

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

parshinsh/mbxp-exec-eval

parshinsh/parshinsh.github.io

A simple and elegant Jekyll theme for an academic personal homepage

parshinsh/symbolicregression

SR based on LLMs.