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A deep learning framework for symbolic optimization.
Genetic Programming in Python, with a scikit-learn inspired API
High-Performance Symbolic Regression in Python and Julia
Official code implementation for the ACL 2024 Student Research Workshop paper "In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery"
This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models
A Collection on Large Language Models for Optimization
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
A simple code for plotting figure, colorbar, and cropping with python
MLNLP: Paper Picture Writing Code
Tips for Writing a Research Paper using LaTeX
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://proceedings.neurips.cc/paper_files/paper/2023/hash/232eee8ef411a0a316efa298d7be3c2b-Abstract-Datas…
The GeoDataViz Toolkit is a set of resources that will help you communicate your data effectively through the design of compelling visuals. In this repository we are sharing resources, assets and o…
Automated Machine Learning with scikit-learn
Automated Machine Learning for Early Time Series Classification
Source code for Bayesian Optimization in Action, published by Manning
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
Evolutionary multi-objective optimization platform
Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”
A Python implementation of global optimization with gaussian processes.
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…