twiecki / covid19
Analyses about the COVID-19 virus
☆155Updated 4 years ago
Alternatives and similar repositories for covid19:
Users that are interested in covid19 are comparing it to the libraries listed below
- Inference case studies in jupyter☆93Updated 6 years ago
- ☆90Updated 4 years ago
- ☆72Updated 6 years ago
- Presented at Scipy Conference 2019☆126Updated 5 years ago
- In which I try to demystify the fundamental concepts behind Bayesian deep learning.☆123Updated 7 years ago
- Designing Deep neural network architectures using topologies from the world of Complex Networks/network Science☆91Updated 6 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- ☆231Updated 3 years ago
- ☆240Updated 6 years ago
- Statistical Rethinking course in pymc3☆143Updated 4 years ago
- ☆158Updated 2 years ago
- WIP predicted survival functions☆37Updated 5 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆228Updated 4 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated 2 years ago
- Generalized additive models in Python with a Bayesian twist☆77Updated 11 months ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆120Updated 3 months ago
- List of resources for bayesian inference☆154Updated 5 years ago
- Educational resources☆105Updated 3 years ago
- Workshop materials for PyCon 2018 workshop on reproducible analysis in Python☆111Updated 6 years ago
- Mini module with syntax sugar for pandas/sklearn☆107Updated 4 years ago
- Repository with code, notebook and slides for my talk at PyConDE & PyData Berlin 2019☆36Updated 2 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆328Updated 4 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆558Updated last year
- A text on Bayesian inference. Applying Bayesian regression and a Bayesian convolutional neural net on data from simulations of the Ising …☆48Updated 3 years ago
- ☆30Updated 7 years ago
- Bayesian python toolbox for inference and forecast of the spread of the Coronavirus☆73Updated last year
- Hidden Markov models in PyMC3☆99Updated last year
- Statistical Rethinking with PyTorch and Pyro☆163Updated 5 years ago
- Accelerate data science☆116Updated 3 years ago
- Learn Pyro through the M5 forecasting competition☆84Updated 5 years ago