Shuhei Watanabe (@nabenabe0928)
github

nabenabe0928

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Top repositories

1

tpe

The tree-structured Parzen estimator (TPE) implementation and the simple running code for it
Python
58
star
2

meta-learn-tpe

[IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator
Jupyter Notebook
8
star
3

local-anova

[IJCAI'23] PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces
Python
7
star
4

constrained-tpe

[IJCAI'23] c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization
Jupyter Notebook
7
star
5

mfhpo-simulator

[Python3] The simulator for multi-fidelity or parallel optimization using tabular or surrogate benchmarks
Python
6
star
6

empirical-attainment-func

[Python3] The visualization for multi-objective optimization based on empirical attainment function.
Python
4
star
7

mine-sweeper-solver

This solver uses the depth-first search to compute the probabilities of each cell having a mine and I speeded up the code using NumPy and caching. There might be room for improvement in the speed, but my implementation achieves the theoretical performance bound.
Python
4
star
8

latex-initial-template

The template project of latex suitable for conference paper writings.
TeX
3
star
9

initial_setup

This repository presents how to setup your new Ubuntu machine quickly.
Perl
2
star
10

constrained-hpo-bench

Python
2
star
11

hpo_basement

Python
2
star
12

coding_rules

TeX
2
star
13

wide-resnet-pytorch

Python
1
star
14

reading-list

1
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15

parzen_estimator

Python
1
star
16

high-performance-computing-fluid-dynamics-with-python

Numerical integration scheme for sliding lid or lid-driven cavity by mpi4py implementation.
Python
1
star
17

fast-pareto

Jupyter Notebook
1
star