Search Results - RepositoryStats

198

2.1k

apache-2.0

26

High-Performance Symbolic Regression in Python and Julia

julia numpy 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

2,347 commits to master branch, last one 7 days ago

PhySO WassimTenachi

245

1.8k

mit

37

Physical Symbolic Optimization

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

Created 2023-01-27

871 commits to main branch, last one 10 days ago

SymbolicRegression.jl MilesCranmer

68

560

apache-2.0

15

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

2,575 commits to master branch, last one 13 days ago

PeRCNN isds-neu

17

75

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 10 months ago

DeepSymReg samuelkim314

20

67

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

EPDE ITMO-NSS-team

3

57

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 4 months ago

TPSR deep-symbolic-mathematics

9

38

mit

4

[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

75 commits to main branch, last one 5 months ago