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Package Usage: pypi: botorch

Bayesian Optimization in PyTorch
41 versions
Latest release: 5 months ago
22 dependent packages
111,838 downloads last month

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Dependent Repos 726

optuna/optuna-examples
Examples for https://github.com/optuna/optuna
  • * multi_objective/requirements.txt

Size: 3.03 MB - Last synced: 2 days ago - Pushed: 2 days ago

wangjl-nb/pre_term
这是小学期更新代码的地方
  • ==0.2.3 pre_term/requirements.txt

Size: 10 MB - Last synced: 4 months ago - Pushed: over 1 year ago

microsoft/station-b-libraries
Python and F# libraries developed for biological computation as part of the Station-B project.
  • ==0.5.0 PyStationB/libraries/GlobalPenalisation/requirements.txt

Size: 7.04 MB - Last synced: about 1 month ago - Pushed: 10 months ago

ThomasFirmin/zellij
A Software Framework for HyperParameter Optimization
  • >=0.6.3.1 setup.py

Size: 7.87 MB - Last synced: about 1 month ago - Pushed: about 1 month ago

ChristopherMayes/Xopt
Flexible high-level optimization in Python
  • >=0.6.1 requirements.txt

Size: 1.22 GB - Last synced: 3 days ago - Pushed: 4 days ago

huawei-noah/HEBO
Bayesian optimisation & Reinforcement Learning library developped by Huawei Noah's Ark Lab
  • ==0.3.2 CompBO/requirements.txt

Size: 149 MB - Last synced: 11 days ago - Pushed: 11 days ago

madeline-scyphers/boa
Bayesian Optimization for Anything: A high-level Bayesian optimization framework and model wrapping toolkit. It provides an easy-to-use interface between models and the python libraries Ax and BoTorch.
  • >=0.5 setup.py

Size: 26.7 MB - Last synced: 2 months ago - Pushed: 2 months ago

mlutils/beamds
  • * docker/install/requirements_0009.txt

Size: 45.2 MB - Last synced: 1 day ago - Pushed: 2 days ago

AndPotap/halfpres_gps
  • * requirements.txt

Size: 933 KB - Last synced: about 1 year ago - Pushed: over 1 year ago

NathanielHuish/kd-pruning-bias
  • ==0.5.0 environment.yml

Size: 44.9 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

DyGRec/TGSRec
  • =0.3.0=pypi_0 requirements.txt

Size: 1.54 MB - Last synced: 2 months ago - Pushed: almost 2 years ago

sustainable-processes/summit
Optimising chemical reactions using machine learning
  • 0.5.1 poetry.lock
  • ^0.5.0 pyproject.toml

Size: 47.4 MB - Last synced: 5 days ago - Pushed: 10 months ago

vlinderstichting/moths
Repository for training & serving a machine learning model for moth identification.
  • 0.6.4 poetry.lock

Size: 14.5 MB - Last synced: 6 months ago - Pushed: about 2 years ago

toshihikoyanase/optuna-examples-prototype
  • * multi_objective/requirements.txt

Size: 2.85 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago

winpython/winpython
A free Python-distribution for Windows platform, including prebuilt packages for Scientific Python.
  • * Qt5_requirements64.txt

Size: 6.74 MB - Last synced: about 1 month ago - Pushed: about 1 month ago

mchong6/FID_IS_infinity
  • ==0.1.4 requirements.txt

Size: 28.3 KB - Last synced: about 1 year ago - Pushed: over 1 year ago

daddybboston/UQ360 Fork of IBM/UQ360
Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.
  • >=0.3.2 requirements.txt

Size: 50.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

IBM/UQ360
Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.
  • >=0.3.2 requirements.txt

Size: 6.75 MB - Last synced: about 8 hours ago - Pushed: 7 months ago

stonebig/winpython Fork of winpython/winpython
pip
  • * Qt5_requirements64.txt

Size: 6.63 MB - Last synced: 25 days ago - Pushed: 26 days ago

ngam/ngc-ext-pangeo
Rewriting Pangeo Docker ML containers based on NGC containers.
  • * pytorch/requirements.txt

Size: 28.3 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago

unai-zulaika/LWP-WL-Pytorch
  • ==0.3.3 requirements.txt

Size: 1.03 MB - Last synced: 7 months ago - Pushed: about 1 year ago

SobhanMP/decoupled-soft-RL
  • * gfn/pyproject.toml
  • ==0.6.6 gfn/requirements/dev_3.8.txt
  • ==0.6.6 gfn/requirements/dev_3.9.txt
  • ==0.6.6 gfn/requirements/main_3.8.txt
  • ==0.6.6 gfn/requirements/main_3.9.txt
  • * gfn/src/gflownet.egg-info/requires.txt

Size: 6.55 MB - Last synced: about 2 months ago - Pushed: about 2 months ago

iqm-finland/KQCircuits-Examples
Example notebooks for using KQCircuits
  • ==0.7.3 requirements.txt

Size: 263 KB - Last synced: about 1 year ago - Pushed: about 1 year ago

stys/albo
Augmented Lagrangian for Bayesian Optimization in BoTorch and Ax
  • >=0.2.1 setup.py

Size: 1.79 MB - Last synced: about 2 months ago - Pushed: about 2 years ago

cog-imperial/SnAKe
Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".
  • ==0.5.1 requirements.txt

Size: 6.71 MB - Last synced: 2 months ago - Pushed: 3 months ago

automl/TransformersCanDoBayesianInference
Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper
  • ==0.6.0 requirements.txt

Size: 105 MB - Last synced: 6 months ago - Pushed: over 1 year ago

Demirrr/coin-py
  • ==0.4.0 environment.yml

Size: 34.7 MB - Last synced: 29 days ago - Pushed: almost 2 years ago

xchem/acellera-tools
Tools developed by acellera for Fragalysis
  • ==0.2.1 apps/LigandBasedClassifier/environment.yml

Size: 28.4 MB - Last synced: about 1 year ago - Pushed: about 3 years ago

felixglush/kaggle-cassava-disease-classification
Code for the Kaggle Cassava Leaf Disease competition
  • ==0.3.3 environment.yml

Size: 950 MB - Last synced: about 1 year ago - Pushed: over 2 years ago

cleverhans-lab/private-multi-winner-voting
New privacy-preserving mechanisms for multi-label classification.
  • ==0.4.0 envs/environment.yml

Size: 25 MB - Last synced: 10 months ago - Pushed: over 1 year ago

nhabbash/autocaption
Automatic image captioning with PyTorch
  • ==0.2.5 environment.yml

Size: 25.7 MB - Last synced: 9 months ago - Pushed: over 3 years ago

phongvu0403/Edge_Cloud_Computing
  • ==0.3.0 environment.yml
  • ==0.3.0 requirements.txt

Size: 476 KB - Last synced: about 1 year ago - Pushed: about 3 years ago

nomuramasahir0/MS-CS
(CIKM2021) "Efficient Hyperparameter Optimization under Multi-Source Covariate Shift".
  • ==0.1.3 requirements/constraints.txt

Size: 1.27 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

BCJuan/SpArSeMod
SpArSeMod: automatic CNN and RNN architectures for microcontrollers
  • ==0.2.3 requirements.txt

Size: 8.91 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

BY571/CQL
PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.
  • ==0.3.0 CDQL-SAC/wandb/run-20210909_174013-3q58nyha/files/requirements.txt
  • ==0.3.0 CDQL-SAC/wandb/run-20210909_174128-2fsz2mts/files/requirements.txt
  • ==0.3.0 CDQL-SAC/wandb/run-20210909_174356-nuejz7on/files/requirements.txt
  • ==0.3.0 CDQL-SAC/wandb/run-20210909_174736-1h7hpkds/files/requirements.txt
  • ==0.3.0 CDQL-SAC/wandb/run-20210909_174827-2t6qwc3d/files/requirements.txt
  • ==0.3.0 CDQL-SAC/wandb/run-20210909_174854-a1rifp9a/files/requirements.txt

Size: 28.6 MB - Last synced: 24 days ago - Pushed: 9 months ago

TriticeaeToolbox/docker-r-python
A Docker image with R and Python
  • * build/python_requirements.txt

Size: 21.5 KB - Last synced: 10 days ago - Pushed: over 1 year ago

SchroDeCat/FMRG-Ballet
FMRG initial Ballet Package
  • ==0.6.3.1 requirements.txt

Size: 4.17 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago

blindedjoy/RcTorch
a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  • * RcTorch.egg-info/RcTorchPrivate.egg-info/requires.txt
  • * RcTorch.egg-info/RcTorch_private.egg-info/requires.txt
  • * RcTorch.egg-info/requires.txt
  • ==0.5.1 docs/requirements.txt
  • * docs/setup.py
  • * setup.py

Size: 369 MB - Last synced: 1 day ago - Pushed: over 1 year ago

world-admin/Applied-AI-Study-Group
This is the repository for the content of inzva Applied AI Study Group.
  • ==0.6.0 Batch_6_January2022/Week5/requirements.txt

Last synced: over 1 year ago

tangkong/Bayesian-Optimization-Ferroelectrics
  • * requirements.txt

Size: 88.9 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

AaltoML/PeriodicBNN
Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)
  • ==0.4.0 requirements.txt

Size: 4.86 MB - Last synced: about 1 year ago - Pushed: over 2 years ago

lfbo-ml/lfbo
Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022
  • ==0.6.0 requirements.txt

Size: 647 KB - Last synced: about 2 months ago - Pushed: almost 2 years ago

hrntsm/Tunny
🐟Tunny🐟 is Grasshopper's optimization component using Optuna, an open source hyperparameter auto-optimization framework.
  • ==0.6.5 Tunny/Lib/requirements.txt

Size: 5.32 MB - Last synced: about 5 hours ago - Pushed: 1 day ago

covid19-model/simulator
Spatiotemporal epidemic model introduced in the context of COVID-19, ACM TSAS, 2022.
  • ==0.2.1 requirements.txt

Size: 331 MB - Last synced: 7 months ago - Pushed: 9 months ago

brunzema/uitvbo
This repository contains the code for the paper "On Controller-Tuning with Time-Varying Optimization" (Accepted at the 61st IEEE Conference for Decision and Control).
  • * requirements.txt

Size: 58.6 KB - Last synced: 7 months ago - Pushed: about 1 year ago

deanbgarlick/claims_severity_pipeline
  • ==0.2.1 requirements.txt

Size: 87.9 KB - Last synced: about 1 year ago - Pushed: over 1 year ago

CIXUniSaarland/SummerSchool2022
https://cixschool2022.cs.uni-saarland.de/
  • * Day 5 Part 1 - Bayesian Optimization/requirements.txt

Size: 157 MB - Last synced: 24 days ago - Pushed: almost 2 years ago

hammadkhann/State-based-LWW-Element-Graph
This repository implements state-based LWW-Element-Graph CRDT in python.
  • ==0.4.0 requirements.txt

Size: 26.4 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

ucphhpc/nbi-jupyter-docker-stacks
A collection of docker jupyterlab/notebook images used at the University of Copenhagen
  • * hpc-ocean-notebook/requirements.txt

Size: 8.74 MB - Last synced: 29 days ago - Pushed: 29 days ago

roussel-ryan/diff_hysteresis
  • >=0.4.0 requirements.txt

Size: 34.4 MB - Last synced: about 1 year ago - Pushed: about 1 year ago

aleksandermajos/BIGAI
MODULAR AI BUILDING SYSTEM
  • ==0.6.2 ENGINE/ENV/requirements.txt

Size: 845 MB - Last synced: about 23 hours ago - Pushed: 2 days ago

MJ10/mogfn-al Fork of samuelstanton/lambo
Code to reproduce active learning experiments in "Multi-Objective GFlowNets" (Jain et al 2023)
  • ==0.6.1.dev8 requirements-cc.txt

Size: 34.1 MB - Last synced: 27 days ago - Pushed: 10 months ago

tencent-quantum-lab/ODBO
Bayesian optimization with prescreening of search space via supervised outlier detection
  • >=0.5.0 requirements.txt

Size: 20.2 MB - Last synced: 7 months ago - Pushed: about 1 year ago

svedel/greattunes
Easy-to-use Bayesian Optimization across continuous, categorical and integer variables (as well as any combination of variables) made available for either closed-loop or user-driven (manual) optimization of either known or unknown objective functions. Drawing on PyTorch (GPyTorch), BOTorch and with proprietary extensions.
  • ==0.2.1 requirements.txt

Size: 1.32 MB - Last synced: 8 days ago - Pushed: over 2 years ago

himkt/optuna-examples-allennlp-distributed
  • * multi_objective/requirements.txt

Size: 2.68 MB - Last synced: 10 days ago - Pushed: over 2 years ago

kamanberu88/who_is_one
  • ==0.5.1 requirements.txt

Size: 120 MB - Last synced: 10 months ago - Pushed: over 1 year ago

NoemieJaquier/MaternGaBO
This repository contains the code for the paper "Geometry-aware Bayesian Optimization in Roboticsusing Riemannian Matérn Kernels" (CoRL'21).
  • * requirements.txt

Size: 129 KB - Last synced: about 2 months ago - Pushed: 9 months ago

ray-project/ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
  • ==0.8.5 python/requirements_compiled.txt

Size: 375 MB - Last synced: 28 days ago - Pushed: 28 days ago

sarmueller/gibo
This repository contains the code for the paper "Local policy search with Bayesian optimization".
  • 0.3.1 Pipfile
  • ==0.4.0 Pipfile.lock

Size: 87 MB - Last synced: 9 months ago - Pushed: over 1 year ago

MyEntangled/qnas
  • * requirements.txt

Size: 90.1 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago

amzn/differential-privacy-bayesian-optimization 📦
This repo contains the underlying code for all the experiments from the paper: "Automatic Discovery of Privacy-Utility Pareto Fronts"
  • >=0.4 requirements.txt

Size: 7.37 MB - Last synced: 19 days ago - Pushed: over 1 year ago

kouroshHakha/jumbo
  • ==0.2.2 requirements.txt

Size: 1.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago

groeney/covid
  • ==0.2.1 requirements.txt

Size: 168 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

AFinney1/avax-project
  • =0.6.0=pypi_0 requirements.txt

Size: 8.67 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

mkingopng/time_series_toolbox
a comprehensive toolbox of time series methods for all imaginable applications
  • ==0.6.4 requirements.txt

Size: 42.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

wjmaddox/online_gp
Code repo for "Kernel Interpolation for Scalable Online Gaussian Processes"
  • * requirements.txt

Size: 3.82 MB - Last synced: about 1 year ago - Pushed: about 3 years ago

kallel-mahdi/explo
Deterministic exploration for RL
  • ==0.6.4 requirements.txt

Size: 7.96 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

IntelligentControlSystems/bayesopt4ros
Bayesian Optimisation package for ROS
  • ==0.5.0 requirements.txt

Size: 6.04 MB - Last synced: 11 months ago - Pushed: over 2 years ago

aryandeshwal/BO_of_COFs
Python code for the paper Bayesian Optimization of Nanoporous Materials.
  • * requirements.txt

Size: 25.1 MB - Last synced: 8 months ago - Pushed: about 1 year ago

adamjankaczmarek/fsdl_project
  • 0.4.0 poetry.lock

Size: 305 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

LeoIV/BAxUS
This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier, Luigi Nardi, and Matthias Poloczek)
  • >=0.6 requirements.txt
  • >=0.6 setup.py

Size: 12.6 MB - Last synced: 4 months ago - Pushed: 4 months ago

MJ10/DEUP
Code for experiments to learn uncertainty
  • * setup.py

Size: 12.6 MB - Last synced: 27 days ago - Pushed: about 1 year ago

adisetyop/ax-exploration
Try to explore Facebook's Ax and Pytorch
  • ==0.1.2 requirements.txt
  • ==0.1.2 requirements_win10.txt

Size: 71.3 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago

ben-hawks/pytorch-jet-classify
Pytorch implementation of the HLS4ML 3 Layer Jet Tagging model, including a standard Pytorch (float) and a Quantized (via Xilinx's Brevitas library) implementation. designed for use with the HLS4ML LHC Jet dataset (100 particles): https://zenodo.org/record/3602254
  • ==0.3.1 requirements.txt

Size: 223 KB - Last synced: 8 months ago - Pushed: 8 months ago

nabenabe0928/hpo_basement
  • ==0.1.3 requirements.txt

Size: 42.5 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago

fsmosca/Optuna-Game-Parameter-Tuner
A game search and evaluation parameter tuner using optuna framework
  • ==0.5.1 requirements.txt

Size: 36 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

theresiayazbeck/boa
  • >=0.5 setup.py

Size: 3.46 MB - Last synced: 7 months ago - Pushed: over 1 year ago

abulka/mindsdb-play
Playing around with mindsdb machine learning
  • ==0.2.1 Pipfile.lock

Size: 595 KB - Last synced: about 1 year ago - Pushed: over 1 year ago

SBoeder/L2O-HP
Learning to Optimize Hyperparameters
  • ==0.6.2 requirements.txt

Size: 1.37 MB - Last synced: about 1 year ago - Pushed: about 2 years ago

anonymous-user-commits/private-multi-winner-voting
  • ==0.4.0 envs/environment.yml

Size: 24.8 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago