A tiny helper library for Tensorflow Probability. It helps you to quickly prototype Probabilistic Models and run Automated Inference without much hassle.
- Inference Button Single function call for running inference with MCMC
- Plotting Inference returns an instance of
arviz.InferenceData
which enables user to usearviz
for plotting - Progress Bar A smart tqdm-based progress bar to track the progress of MCMC ▓▓▓▓▓▓▓▓▓▓░░░░░
Step 1: Get or Make Data
Step 2: Joint Log-Probability
Step 3: Inference
Step 4: Plotting
Step 5: More Plotting
Getting Started
Instructions on getting the repo setup and running on your local machine.
Prerequisites
Install requirements for using the library.
pip install -r requirements.txt
Installation
Install library locally using setup.py
.
python setup.py install
Running the tests
Instructions for running tests.
pytest tests.py
License
This project is licensed under the GNU GPL v3.0 License - see the LICENSE file for details.