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https://github.com/alexioannides/pymc-advi-hmc-demo
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
https://github.com/alexioannides/pymc-advi-hmc-demo
bayesian-data-analysis bayesian-inference data-science example-project jupyter-notebook machine-learning markov-chain-monte-carlo probabilistic-programming pymc3 python variational-inference
Last synced: 4 months ago
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Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
- Host: GitHub
- URL: https://github.com/alexioannides/pymc-advi-hmc-demo
- Owner: AlexIoannides
- Created: 2018-11-07T17:07:36.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2018-11-07T17:16:13.000Z (about 6 years ago)
- Last Synced: 2023-02-28T18:18:54.682Z (almost 2 years ago)
- Topics: bayesian-data-analysis, bayesian-inference, data-science, example-project, jupyter-notebook, machine-learning, markov-chain-monte-carlo, probabilistic-programming, pymc3, python, variational-inference
- Language: Jupyter Notebook
- Homepage: https://alexioannides.com/2018/11/07/bayesian-regression-in-pymc3-using-mcmc-variational-inference/
- Size: 397 KB
- Stars: 12
- Watchers: 0
- Forks: 3
- Open Issues: 0