Search Results - RepositoryStats

224

2.5k

apache-2.0

31

High-Performance Symbolic Regression in Python and Julia

julia automl python symbolic algorithm data-science scikit-learn explainable-ai interpretable-ml machine-learning genetic-algorithm equation-discovery distributed-systems symbolic-regression evolutionary-algorithms

Created 2020-09-14

2,566 commits to master branch, last one a day ago

PhySO WassimTenachi

257

1.9k

mit

39

Physical Symbolic Optimization

python physics deep-learning machine-learning equation-discovery symbolic-regression reinforcement-learning

Created 2023-01-27

883 commits to main branch, last one about a month ago

SymbolicRegression.jl MilesCranmer

90

660

apache-2.0

17

Distributed High-Performance Symbolic Regression in Julia

julia sciml automl symbolic data-science explainable-ai interpretable-ml machine-learning genetic-algorithm equation-discovery distributed-systems symbolic-regression symbolic-computation evolutionary-algorithms

Created 2021-01-14

3,220 commits to master branch, last one a day ago

PeRCNN isds-neu

18

92

mit

4

Encoding physics to learn reaction-diffusion processes

pde surrogate-models finite-difference equation-discovery physics-simulation physics-encoded-learning scientific-machine-learning

Created 2022-10-04

24 commits to main branch, last one about a year ago

DeepSymReg samuelkim314

22

69

unknown

6

Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"

deep-learning neural-network equation-discovery symbolic-regression

Created 2020-04-16

7 commits to master branch, last one 2 years ago

TPSR deep-symbolic-mathematics

13

61

mit

5

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

ai4math ai4science transformers deep-learning symbolic-math language-model interpretable-ml equation-discovery planning-algorithms symbolic-regression

Created 2023-10-09

86 commits to main branch, last one 2 months ago

EPDE ITMO-NSS-team

4

59

other

6

EPDE - partial differential equations discovery framework

equation-discovery automated-modelling differential-equations

Created 2020-11-20

119 commits to main branch, last one 10 months ago

LLM-SR deep-symbolic-mathematics

7

50

mit

6

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

ai4code ai4math llm-agent ai4science program-synthesis equation-discovery symbolic-regression scientific-discovery large-language-models

Created 2024-04-19

28 commits to main branch, last one about a month ago