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Apr 18, 2019 - Python
stochastic-models
Here are 21 public repositories matching this topic...
This script presents a simple stochastic description to model cell population distribution in the phases of the cell cycle
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Jun 18, 2017
Application of the ARIMA model to forecast rainfall patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahawalnagar District, Punjab, Pakistan.
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Mar 2, 2024 - R
🔢 Python module that calculates probabilities for a random walk in 1-dimensional discrete state space
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May 6, 2022 - Python
Application of the ETS model to forecast rainfall patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahwalnagar District, Punjab, Pakistan.
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Mar 2, 2024 - R
Implementing Stochastic Models in Queuing Theory
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Apr 17, 2024 - Python
Application of the ARIMA model to forecast PET patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahawalnagar District, Punjab, Pakistan.
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Mar 2, 2024 - R
Supporting material for the paper "The impact of past vaccination coverage and immunity on pertussis resurgence", M. Domenech de Cellès, F. M. G. Magpantay, A. A. King, and P. Rohani, Science Translational Medicine 10(434): eaaj1748, 2018. https://doi.org/10.1126/scitranslmed.aaj1748
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Mar 19, 2018 - C
Bayesian inference of stochastic cellular processes with and without memory in Python.
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Nov 15, 2023 - Python
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Apr 29, 2019 - C++
Code and data files necessary for reproducing cellular-automaton model of human spread across Sahul
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Oct 6, 2021 - R
Modeling of Time-varying Wireless Communication Channel with Fading and Shadowing
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May 14, 2024 - Jupyter Notebook
Adaptive Signal Processing (2020 Fall)
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Jan 23, 2021 - MATLAB
C# pricer that allows users to price a wide range of financial products.
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Apr 21, 2023 - C#
Stochastic processes insights from VAE. Code for the paper: Learning minimal representations of stochastic processes with variational autoencoders.
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Sep 19, 2023 - Jupyter Notebook
Weather Generators with Bayesian Networks
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May 20, 2023 - R
Classical models implemented from a Markov operator's perspective
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Jun 1, 2018 - Python
3rd Annual Undergraduate Quantitative Biology (UQ-bio) Summer School
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Jun 21, 2023 - Python
Stochastic SIR models; adding age-structures and social contact data for the spread of covid-19. Lattice model for identifying and isolating hotspots. This has been further developed into a network(graph) of multiple clusters(lattices) and tracing the infection in such a population.
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Jun 20, 2021 - Jupyter Notebook
Set of Jupyter (iPython) notebooks (and few pdf-presentations) about things that I am interested on, like Computer Science, Statistics and Machine-Learning, Artificial Intelligence (AI), Financial Engineering, Optimization, Stochastic Modelling, Time-Series forecasting, Science in general... and more.
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Apr 18, 2021 - Jupyter Notebook
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