JuliaEpi / MathEpiDeepLearning
Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.
☆30Updated 2 years ago
Alternatives and similar repositories for MathEpiDeepLearning:
Users that are interested in MathEpiDeepLearning are comparing it to the libraries listed below
- Programming of Simulation, Analysis, and Learning Systems Course Materials☆34Updated 2 months ago
- A Julia package for generating timeseries surrogates☆50Updated 2 months ago
- DEPRECATED IN FAVOR OF TuringLang/Turing-Workshop☆35Updated 3 years ago
- Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.☆20Updated 11 months ago
- ☆18Updated 4 years ago
- ☆36Updated 3 years ago
- Selected Topics in Mathematical Optimization, now in Julia☆51Updated 2 years ago
- Material for a full course on applied nonlinear dynamics, nonlinear timeseries analysis, and complex systems, in Julia☆57Updated 4 months ago
- Algorithms for quantifying associations, independence testing and causal inference from data.☆154Updated 2 weeks ago
- Latent Differential Equations models in Julia.☆37Updated 2 years ago
- Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation☆29Updated last year
- Approximate Bayesian Computation (ABC) algorithms for likelihood free inference in julia☆53Updated 3 months ago
- A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.☆121Updated 6 months ago
- Delay coordinates embeddings and optimizing them☆30Updated 2 months ago
- Estimation of calibration errors.☆15Updated 7 months ago
- A Julia package for the computation of hard, theoretically guaranteed bounds on the moments of jump-diffusion processes with polynomial d…☆15Updated last year
- Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari☆19Updated 2 years ago
- Slides for Bayesian Workshops across the world☆13Updated last year
- StatististicalRethinking notebook project using Stan and Pluto notebooks.☆18Updated 5 months ago
- Taking causal inference to the extreme!☆26Updated last month
- Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex…☆63Updated last month
- CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.☆62Updated this week
- Initial look at directed acyclic graph (DAG) based causal models in regression.☆31Updated 10 months ago
- The SciML Scientific Machine Learning Software Organization Website☆55Updated this week
- The Deep Learning with Julia book, using Flux.jl.☆82Updated 3 years ago
- Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning☆14Updated this week
- Benchmark for learning stiff problems using physics-informed machine learning☆11Updated 3 years ago
- Short course on dimension reduction for AMSI☆35Updated 2 years ago
- Training materials for ModelingToolkit and JuliaSim☆38Updated 2 years ago