X-DataInitiative/tick

Module for statistical learning, with a particular emphasis on time-dependent modelling

Language: Python - Size: 52.5 MB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 503 - Forks: 113

spatstat/spatstat

Umbrella package of the 'spatstat' family................

Language: R - Size: 49.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 199 - Forks: 43

spatstat/spatstat.data

Sub-package of spatstat containing all datasets

Language: R - Size: 11.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 0

gdalle/PointProcesses.jl

A package for temporal point process modeling, simulation and inference (unmaintained)

Language: Julia - Size: 974 KB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 1

hpaulkeeler/posts

Pieces of code that have appeared on my blog.

Language: Python - Size: 891 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 49 - Forks: 24

alicethesen/Modelling-extreme-events-using-point-processes

An exploration of the application of Point Processes to environmental extremes

Language: R - Size: 4.07 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Simbold/HawkesPyLib

Python Package for simulation and estimation of Hawkes processes

Language: Python - Size: 1.18 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

covid19-model/simulator

Spatiotemporal epidemic model introduced in the context of COVID-19, ACM TSAS, 2022

Language: Python - Size: 331 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 74 - Forks: 33

HidKim/APP

Code for "Fast Bayesian Estimation of Point Process Intensity as Function of Covariates" at NeurIPS2022

Language: Python - Size: 9.21 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

paulnorthrop/revdbayes

Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis

Language: R - Size: 256 MB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 4 - Forks: 2

gabrielmastrilli/Estim_Hyperuniformity

Provide functions for computing multi-scale, multi-tapers estimator of the hyperuniformity exponent and associated asymptotic confidence intervals.

Language: Python - Size: 15.6 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

spatstat/spatstat.core

sub-package of spatstat containing core functionality for data analysis and modelling

Language: R - Size: 3.83 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 6 - Forks: 9

Networks-Learning/counterfactual-tpp

Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022

Language: Jupyter Notebook - Size: 6.84 MB - Last synced at: about 7 hours ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 3

trungtpham/point_process_optimisation

Efficient point process inference for large scale object detection

Language: Matlab - Size: 1.57 MB - Last synced at: 10 months ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 0

pratham16cse/DualTPP

Code for "Long Horizon Forecasting With Temporal Point Processes", WSDM 2021

Language: Python - Size: 238 MB - Last synced at: 23 days ago - Pushed at: about 3 years ago - Stars: 21 - Forks: 5

Receiling/DP3

Deep Point Process by PyTorch

Language: Python - Size: 156 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 23 - Forks: 4

sohale/point-process-simple-example

🧠 A decoder of Spike Trains using 🔬 Bayesian, State-Space, 📐 Point-Processes, EM-algorithm, Maximum-likelihood

Language: Python - Size: 212 KB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

dhawat/MCRPPy

Sample a repelled point process, compute a Monte Carlo estimation for the integral of a function using various variants of the Monte Carlo method including the Monte Carlo with a repelled point process, and visualize gravitational allocations 2D.

Language: Python - Size: 60.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jayeshchoudhari/DNHP-code

Dual Network Hawkes Process -- Analyzing Topic Transitions in Text-Based Social Cascades

Language: C++ - Size: 46.7 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

jcweiss2/rmfpp

Language: R - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

Mojusko/sensepy

Point process sensing library (sensepy)

Language: Jupyter Notebook - Size: 9.87 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

jayeshchoudhari/HMHP

Hidden Markov Hawkes Process - Model for Analyzing Topical Transitions in text based cascades in Social Networks.

Language: C++ - Size: 2.42 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 2

akononovicius/flicker-snorp

Exploration of signal with non-overlapping rectangular pulses in the context of flicker noise.

Language: Python - Size: 49.8 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tkusmierczyk/badges

Causal Effect of Digital (First-time) Badges in Social Platforms

Language: Python - Size: 25.7 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

meowoodie/Spatio-Temporal-Point-Process-Simulator

A Spatio-temporal point process simulator.

Language: Python - Size: 60.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 10

Eden-Kramer-Lab/time_rescale

Tools for evaluating the goodness of fit of a point process model via the time rescaling theorem

Language: Jupyter Notebook - Size: 2.14 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 4

meowoodie/Reinforcement-Learning-of-Spatio-Temporal-Point-Processes

A general framework for learning spatio-temporal point processes via reinforcement learning

Language: Python - Size: 16.6 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 6

dai08srhg/hawkes-process

Maximum likelihood estimation of Hawkes processes

Language: Python - Size: 74.2 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

maximilian-aigner/timepoint

Offers models and utilities for event time data using point processes.

Language: R - Size: 396 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

meowoodie/Learning-Temporal-Point-Processes-via-Reinforcement-Learning

PPG (Point Process Generator) is a Reinforcement Learning framework that is able to produce actions by imitating expert sequences.

Language: Python - Size: 54.4 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 13 - Forks: 5

meowoodie/Spatio-Temporal-Textual-Point-Processes

A method for event correlation detection based on Spatial-Temporal-Textual point process

Language: Python - Size: 540 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 1

akononovicius/fractional-point-process

Analysis of point process driven by fractional Brownian motion.

Language: Python - Size: 156 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

akononovicius/taudiff

Diffusion models of inter-event times in point processes.

Language: Python - Size: 16.6 KB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

marmarelis/logistic-point-process

A novel point-process model to predict the course of epidemics and other saturating phenomena.

Language: Python - Size: 9.53 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

sulyi/roadnetwork_rg

Generates height map and cities then constructs a sensible road network

Language: Python - Size: 456 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

christiando/SGCP_Inference

Language: Python - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 2

emanuelhuber/CBRDM

3D object-based model of braided river deposits (marked point process), an open-source software package (R language)

Language: R - Size: 3.58 MB - Last synced at: 2 days ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

hpaulkeeler/DetPoisson_Julia

Simulates a random determinantally-thinned Poisson point process on a rectangle.

Language: Julia - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

tkusmierczyk/badges2

Determining Impact of Social Media Badges through Joint Clustering of Temporal Traces and User Features.

Language: Jupyter Notebook - Size: 143 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

SOUMAJYOTI/Network_anlaysis_inhibition

Structural analysis of cascade dynamics for measuring diffusion inhibition

Language: Python - Size: 158 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0