probml / pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
☆1,549Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for pmtk3
- Topics Course on Deep Learning UC Berkeley☆1,303Updated 7 years ago
- Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial☆2,591Updated 3 years ago
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,831Updated 8 months ago
- Course notes for CS228: Probabilistic Graphical Models.☆1,914Updated 7 months ago
- Bayes Net Toolbox for Matlab☆469Updated 5 years ago
- Implementation of some deep learning algorithms.☆895Updated 10 years ago
- THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:☆878Updated 4 years ago
- Bayesian Python: Bayesian inference tools for Python☆689Updated last month
- Exercises for my tutorials on Theano☆673Updated 8 years ago
- Exercises for the Deep Learning textbook at www.deeplearningbook.org☆1,315Updated 2 years ago
- Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimizati…☆1,387Updated 7 years ago
- Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.☆1,271Updated 8 years ago
- Bayesian Program Learning model for one-shot learning☆973Updated 8 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆6,545Updated 3 months ago
- Gaussian processes in TensorFlow☆1,849Updated this week
- My solutions to Kevin Murphy Machine Learning Book☆536Updated 4 years ago
- An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorpor…☆2,563Updated 4 years ago
- Spearmint Bayesian optimization codebase☆1,548Updated 4 years ago
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,376Updated last month
- Bayesian Data Analysis demos for Python☆997Updated last year
- Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python…☆1,130Updated 3 years ago
- PyStan, the Python interface to Stan☆920Updated 3 years ago
- Gaussian processes framework in python☆2,044Updated 3 weeks ago
- Efficiently computes derivatives of NumPy code.☆7,019Updated this week
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,269Updated this week
- Matlab code of machine learning algorithms in book PRML☆6,027Updated 4 years ago
- NumPy interface with mixed backend execution☆1,109Updated 6 years ago
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,485Updated 7 years ago
- Seminars DeepBayes Summer School 2018☆1,047Updated 5 years ago
- ☆550Updated 2 years ago