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Topic: "hyperparameter"

scikit-optimize/scikit-optimize 📦

Sequential model-based optimization with a `scipy.optimize` interface

Language: Python - Size: 8.99 MB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 2,766 - Forks: 552

KentonMurray/ProxGradPytorch

PyTorch implementation of Proximal Gradient Algorithms a la Parikh and Boyd (2014). Useful for Auto-Sizing (Murray and Chiang 2015, Murray et al. 2019).

Language: Python - Size: 32.2 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 42 - Forks: 5

JunjieYang97/stocBiO

Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"

Language: Python - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 13

mlr-org/mlr3mbo

Flexible Bayesian Optimization in R

Language: R - Size: 13.4 MB - Last synced at: about 12 hours ago - Pushed at: about 13 hours ago - Stars: 25 - Forks: 1

larq/zookeeper

A small library for managing deep learning models, hyperparameters and datasets

Language: Python - Size: 4.18 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 10

telekom/HPOflow 📦

Tools for Optuna, MLflow and the integration of both.

Language: Python - Size: 6.41 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 2

hyeonsangjeon/Hyperparameters-Optimization

Hyperparameters-Optimization

Language: Jupyter Notebook - Size: 12.1 MB - Last synced at: 24 days ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 3

JunjieYang97/MRVRBO

Example Code for paper "Provably Faster Algorithms for Bilevel Optimization"

Language: Python - Size: 729 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 5

farazmah/hyperparameter

Hyperparameter optimisation utility for lightgbm and xgboost using hyperopt.

Language: Python - Size: 51.8 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0

raynardj/forge

A dl management front end

Language: Python - Size: 1.33 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

triepels/CrossValidation.jl

Cross-validation in Julia

Language: Julia - Size: 201 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

skokec/hypaan

Hyper-Parameter Analyzer

Language: Python - Size: 1.08 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

fredericoschardong/learning-with-errors-parameters

Some experiments to empirically analyze how the parameters of LWE impact the correctness of the algorithm on a single bit.

Language: Jupyter Notebook - Size: 523 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

sujeethshetty/deep-learning

Deep Learning Specialization. Master Deep Learning, and Break into AI

Language: Jupyter Notebook - Size: 18 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

oxayavongsa/projects

"oxayavongsa/projects" is a public GitHub repository serving as a diverse AI/ML Project Portfolio. Using Python coding and Juptyer notebook for multiple methodologies to model statistical algorithms.

Size: 156 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

gir2017/dst_55_Alena_Kur

Study projects developed during data science courses

Language: Jupyter Notebook - Size: 38.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

oaoni/HyperInteractive

Interactive exploration of hyperparameter tuning results with ipywidget and plotly in jupyter notebook.

Language: Python - Size: 3.96 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

Ashleshk/Deep-Learning.ai-Coursera-Specialization

This repository Consist of Course Material, Assignment And Quizes Attempted in Specialization Course by Coursera

Language: Jupyter Notebook - Size: 19 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

monasri001/SolarPowerPrediction-Edunet-Internship

This repository is built for the "Solar Power Output Prediction Using Linear Regression" project, with the goal of applying "AI with Green technology".

Language: Jupyter Notebook - Size: 5.02 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

NicolasMICAUX/autohparams

Automatically create a config of hyper-parameters from global variables

Language: Python - Size: 74.2 KB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

deepjit616/Review-Computer-Science

Review the topics from Computer Science field.

Size: 2.93 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

ThomasAtlantis/xparameter

A portable configuration tool to manage hyperparameters and settings of your experiments.

Language: Python - Size: 3.91 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

fs23yayan/MiniProject-DecisionTreeClassifier

Mini Project for Implementasi Decision Tree dengan CART

Language: Python - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Juninxz13/grpo-optuna

Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna

Size: 1.95 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

dyt08/credit-risk-prediction

Project-Based Intern from Home Credit Indonesia, Credit Risk Classification based on bad/good credit

Language: Jupyter Notebook - Size: 568 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

bhuvaneswarignanasekar/Experiment-on-CNN-

Experiment with different optimizer, layers, filters, regularization for Y-Net(CNN) with CIFAR 10 and CIFAR 100 dataset

Language: Jupyter Notebook - Size: 9.03 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Chandrahasd/exp_manager

A simple python interface for running multiple parallel instances of a python program (e.g. gridsearch).

Language: Python - Size: 18.6 KB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

guhjy/hyperopt Fork of hyperopt/hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Size: 3.47 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

rrwen/slides-rmcs-litreview

Presentation titled "A Brief Review of Hyperparameter Optimization Methods for Machine Learning" for Research Methods in Computer Science course at Ryerson University

Language: HTML - Size: 42.7 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

rrwen/assign-rmcs-litreview

Assignment titled "A Brief Review of Hyperparameter Optimization Methods for Machine Learning" for Research Methods in Computer Science course at Ryerson University

Language: TeX - Size: 2.3 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

Related Topics
machine-learning 13 python 8 hyperparameter-optimization 8 optimization 8 hyperparameter-tuning 7 deep-learning 5 random-forest 4 grid-search 4 data-science 3 algorithm 3 automatic 3 machine 3 literature 3 random-search 3 hyperparameter-search 3 bayesian-optimization 3 lstm 2 tensorflow 2 visualization 2 artificial-intelligence 2 bilevel-optimization 2 hpo 2 predictive-modeling 2 logging 2 learning 2 data-visualization 2 optimisation 2 optuna 2 parameter 2 review 2 tuning 2 survey 2 xgboost 2 automated 2 pytorch 1 metric-tracking 1 flask 1 appbuilder 1 vector-autoregressive 1 time-series 1 multi-task-learning 1 inductive-transfer 1 facial-recognition 1 convolutional-neural-networks 1 backpropagation 1 artificial-neural-networks 1 logger 1 hyperparameters 1 proximal-gradient-descent 1 proximal 1 bayessearchcv 1 gradient 1 parallelization 1 descent 1 auto-sizing 1 popen 1 transformers 1 mlflow 1 lecture-notes 1 operating-system 1 decision-tree-classifier 1 bayesopt 1 binder 1 hacktoberfest 1 scientific-computing 1 scientific-visualization 1 scikit-learn 1 sequential-recommendation 1 automl 1 bbotk 1 black-box-optimization 1 cran 1 gaussian-process 1 mlr3 1 model-based-optimization 1 optimizer 1 r 1 r-package 1 catboost 1 classification-modeling 1 decision-tree 1 jupyter 1 numpy 1 pandas 1 probability-statistics 1 real-estate-analysis 1 sci-kit-learn 1 smote 1 test-train-split 1 tuning-parameters 1 bash 1 computer-network 1 flashcards 1 hardware 1 interview 1 interview-preparation 1 learn-to-code 1 learning-resources 1 streamlit 1 data-analysis 1