Search Results - python algorithm package

gym-flp: A Python Package for Training Reinforcement Learning Algorithms on Facility Layout Problems by Heinbach, Benjamin, Burggräf, Peter, Wagner, Johannes

“… To address these issues, we present an open-source Python package (gym-flp) that utilises the OpenAI Gym toolkit, specifically designed for developing and comparing RL algorithms…”
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Python algorithm package for automated Estimation of major legume root traits using two dimensional images by Ghimire, Amit, Chung, Yong Suk, Jeong, Sungmoon, Kim, Yoonha

“…A simple Python algorithm was used to estimate the four major root traits: total root length (TRL), surface area (SA), average diameter (AD), and root volume (RV) of legumes (adzuki bean, mung bean, cowpea, and soybean…”
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instancespace: A Python package for insightful algorithm testing through Instance Space Analysis by Güzel, Yusuf Berdan, Khare, Kushagra, Harvey, Nathan, Dsouza, Kian, Jang, Dong Hyeog, Chen, Junheng, Lam, Cheng Ze, Muñoz, Mario Andrés

“… This paper introduces instancespace, a Python package that implements an automated pipeline for Instance Space Analysis…”
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Natural Time Series Parameters Forecasting: Validation of the Pattern-Sequence-Based Forecasting (PSF) Algorithm; A New Python Package by Shende, Mayur Kishor, Salih, Sinan Q., Bokde, Neeraj Dhanraj, Scholz, Miklas, Oudah, Atheer Y., Yaseen, Zaher Mundher

“… This paper provides a brief introduction to the algorithm and its implementation in Python…”
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EDAspy: An extensible python package for estimation of distribution algorithms by Soloviev, Vicente P., Larrañaga, Pedro, Bielza, Concha

“…Estimation of distribution algorithms (EDAs) are a type of evolutionary algorithms where a probabilistic model is learned and sampled in each iteration…”
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jsmetrics v0.2.0: a Python package for metrics and algorithms used to identify or characterise atmospheric jet streams by Keel, Tom, Brierley, Chris, Edwards, Tamsin

“…The underlying dynamics controlling jet streams are complex, but it is expected that they will have an observable response to changes in the larger climatic…”
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Pyroomacoustics: A Python Package for Audio Room Simulation and Array Processing Algorithms by Scheibler, Robin, Bezzam, Eric, Dokmanic, Ivan

“…We present pyroomacoustics, a software package aimed at the rapid development and testing of audio array processing algorithms…”
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pycellga: A Python package for improved cellular genetic algorithms by Karakaya, Sevgi Akten, Satman, Mehmet Hakan

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PySLSQP: A transparent Python package for the SLSQP optimization algorithm modernized with utilities for visualization and post-processing by Joshy, Anugrah Jo, Hwang, John T.

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PyInvGeo: An open-source Python package for regularized linear inversion in geophysics by Gupta, Naveen, Kazemi, Nasser

“…We developed several algorithms to solve the generalized linear inversion problem…”
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PyCCEA: A Python package of cooperative co-evolutionary algorithms for feature selection in high-dimensional data by Venâncio, Pedro Vinícius A. B., Batista, Lucas S.

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A Python package for fast GPU‐based proton pencil beam dose calculation by Bhattacharya, Mahasweta, Reamy, Calin, Li, Heng, Lee, Junghoon, Hrinivich, William T.

“…) methods, which sacrifice some physical accuracy for sub‐second plan calculation. We developed and validated a Python package implementing a GPU…”
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cspy: A Python package with a collection of algorithms for the (Resource) Constrained Shortest Path problem by Sanchez, David

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PANINIpy: Package of Algorithms for Nonparametric Inference with Networks In Python by Kirkley, Alec, He, Baiyue

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pyPI (v1.3): Tropical Cyclone Potential Intensity Calculations in Python by Gilford, Daniel M.

“…) package develops the PI algorithm in Python and for the first time details the full background and algorithm (line by line…”
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SciKit Digital Health: Python Package for Streamlined Wearable Inertial Sensor Data Processing by Adamowicz, Lukas, Christakis, Yiorgos, Czech, Matthew D, Adamusiak, Tomasz

“…), a Python software package (Python Software Foundation) containing various algorithms for deriving clinical features of gait, sit to stand, physical activity, and sleep, wrapped in an easily extensible framework…”
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SciPy 1.0: fundamental algorithms for scientific computing in Python by Virtanen, Pauli, Gommers, Ralf, Oliphant, Travis E., Haberland, Matt, Reddy, Tyler, Cournapeau, David, Burovski, Evgeni, Peterson, Pearu, Weckesser, Warren, Bright, Jonathan, van der Walt, Stéfan J., Brett, Matthew, Wilson, Joshua, Millman, K. Jarrod, Mayorov, Nikolay, Nelson, Andrew R. J., Jones, Eric, Kern, Robert, Larson, Eric, Carey, C J, Polat, İlhan, Feng, Yu, Moore, Eric W., VanderPlas, Jake, Laxalde, Denis, Perktold, Josef, Cimrman, Robert, Henriksen, Ian, Quintero, E. A., Harris, Charles R., Archibald, Anne M., Ribeiro, Antônio H., Pedregosa, Fabian, van Mulbregt, Paul

“… Since its initial release in 2001, SciPy has become a de facto standard for leveraging scientific algorithms in Python, with over 600 unique code contributors, thousands of dependent packages…”
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Analysis of counting data: Development of the SATLAS Python package by Gins, W., de Groote, R.P., Bissell, M.L., Granados Buitrago, C., Ferrer, R., Lynch, K.M., Neyens, G., Sels, S.

“… to the assumptions inherent in the algorithm(s). In response to this, a user-friendly Python package (SATLAS…”
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PyBoolNet: a python package for the generation, analysis and visualization of boolean networks by Klarner, Hannes, Streck, Adam, Siebert, Heike

“…, execution of established graph algorithms as well as graph drawing and layouts. P y B ool N et is a Python package for working with Boolean networks that supports simple…”
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PyLipID: A Python Package for Analysis of Protein-Lipid Interactions from Molecular Dynamics Simulations by Song, Wanling, Corey, Robin A, Ansell, T Bertie, Cassidy, C Keith, Horrell, Michael R, Duncan, Anna L, Stansfeld, Phillip J, Sansom, Mark S P

“… We introduce PyLipID, a Python package for the identification and characterization of specific lipid interactions and binding sites on membrane proteins from molecular dynamics simulations…”
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