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GitHub topics: stochastic-models

mehrdadn/SOTA-Py

A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem

Language: Python - Size: 5.21 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 415 - Forks: 43

mauricelanghinrichs/memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

Language: Python - Size: 55.4 MB - Last synced at: 24 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

GabrielFernandezFernandez/SPIVAE

Stochastic processes insights from VAE. Code for the paper: Learning minimal representations of stochastic processes with variational autoencoders.

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0

Sunidhi7/Statistical-Simulation-of-Queues

Implementing Stochastic Models in Queuing Theory

Language: Python - Size: 331 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

BrightBlueCheese/Modeling-of-Time-varying-Wireless-Communication-Channel-with-Fading-and-Shadowing

Modeling of Time-varying Wireless Communication Channel with Fading and Shadowing

Language: Jupyter Notebook - Size: 28.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

p-j-r/covid-19

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.

Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 8

ebadatibnbabar/PET-Forecasting-ARIMA

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.

Language: R - Size: 45.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ebadatibnbabar/Rainfall-Forecasting-ETS

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.

Language: R - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ebadatibnbabar/Rainfall-Forecasting-ARIMA

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.

Language: R - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jpcolino/IPython_notebooks

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.

Language: Jupyter Notebook - Size: 48.6 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 78 - Forks: 44

MunskyGroup/UQBio2023

3rd Annual Undergraduate Quantitative Biology (UQ-bio) Summer School

Language: Python - Size: 77.7 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 2

yaesoubilab/SimulationLib

Language: C++ - Size: 919 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

cjabradshaw/SahulHumanSpread

Code and data files necessary for reproducing cellular-automaton model of human spread across Sahul

Language: R - Size: 9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

linkingmon/ASP2020

Adaptive Signal Processing (2020 Fall)

Language: MATLAB - Size: 12.9 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

MNLR/BNWeatherGen

Weather Generators with Bayesian Networks

Language: R - Size: 1.3 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2

metahris/PricingWarehouse

C# pricer that allows users to price a wide range of financial products.

Language: C# - Size: 78.1 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

pmontalb/MarkovModels

Classical models implemented from a Markov operator's perspective

Language: Python - Size: 1010 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 8 - Forks: 4

rtmigo/markov_walk_py

🔢 Python module that calculates probabilities for a random walk in 1-dimensional discrete state space

Language: Python - Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

kingaa/massachusetts-honeymoon

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

Language: C - Size: 12.6 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

j-lazo/population_models

Language: Python - Size: 1.09 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

Related Keywords
stochastic-models 20 climate-analytics 3 climate-data 3 drought 3 drought-monitoring 3 meteorological-forecasting 3 pakistan 3 r-language 3 r-programming 3 epidemiology 3 random-walk 2 arima 2 arima-forecasting 2 markov-chain 2 markov-model 2 gillespie-algorithm 2 statistics 2 time-series 2 cellular-automata 2 rainfall-prediction 2 machine-learning 2 belief-networks 1 new-guinea 1 pleistocene 1 bayesian-networks 1 wiener-filter 1 recursive-least-squares 1 levinson-durbin-algorithm 1 levi 1 least-mean-squares 1 primary-production 1 kalman-filter 1 adaptive-beamforming 1 sahul 1 net-primary-production 1 indigenous 1 hunter-gatherer 1 human-population-density 1 human-movement 1 human-ecology 1 human-demography 1 demography 1 climate 1 australia 1 archaeology 1 anthropology 1 agent-based-modeling 1 image-processing 1 drug-discovery 1 markovian-processes 1 nelson-siegel 1 absorbing-markov-chains 1 absorbing-states 1 mathematics 1 numpy 1 probability 1 probability-theory 1 stochastic-matrix 1 age-structure 1 disease-transmission 1 honeymoon 1 iterated-filtering 1 mossong-matrix 1 pertussis 1 pomp 1 resurgence 1 vaccination 1 vaccine-failure 1 whooping-cough 1 lotka-volterra-model 1 population-model 1 bnlearn 1 downscaling 1 grain 1 precipitation 1 probabilistic-graphical-models 1 simulation 1 weather-generators 1 derivatives 1 financial-markets 1 heston 1 implied-volatility 1 mssql 1 options 1 pricer 1 pricing 1 quant 1 quantitative-finance 1 sabr 1 hull-white 1 local-vol 1 log-normal 1 markov-chain-monte-carlo 1 a-star 1 dynamical-systems 1 master-equation 1 model-selection 1 nested-sampling 1 parameter-estimation 1 probabilistic-models 1