Kodemannen / Bayesian-Inference-and-Machine-LearningLinks
A text on Bayesian inference. Applying Bayesian regression and a Bayesian convolutional neural net on data from simulations of the Ising model
☆48Updated 3 years ago
Alternatives and similar repositories for Bayesian-Inference-and-Machine-Learning
Users that are interested in Bayesian-Inference-and-Machine-Learning are comparing it to the libraries listed below
Sorting:
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆159Updated 5 years ago
- Generalized additive models in Python with a Bayesian twist☆78Updated last year
- Python package to discover stochastic differential equations from time series data☆95Updated 5 months ago
- Presented at Scipy Conference 2019☆127Updated 5 years ago
- pyrff: Python implementation of random fourier feature approximations for gaussian processes☆28Updated 3 months ago
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆74Updated 5 months ago
- ☆36Updated 4 years ago
- ☆60Updated last year
- ☆72Updated 6 years ago
- ☆231Updated 3 years ago
- a python 3 library based on deap providing abstraction layers for symbolic regression problems.☆94Updated 3 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Pedagogical Jupyter notebooks for topological data analysis. Topics include basic shapes, sliding window audio/video, lower star filtrat…☆94Updated 5 years ago
- Interactive visualization of Gaussian processes☆169Updated 2 years ago
- Source files for "Lectures in Quantitative Economics" -- Python version☆194Updated 5 years ago
- http://cranmer.github.io/stats-ds-book☆70Updated 4 years ago
- List of resources for bayesian inference☆156Updated 6 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated 2 years ago
- Neat Bayesian machine learning examples☆58Updated 5 months ago
- Analyses about the COVID-19 virus☆155Updated 4 years ago
- A Python Wrapper for the Inform Information Analysis Library☆52Updated 5 years ago
- Gaussian Process Model Building Interface☆51Updated 3 months ago
- esig python package☆48Updated 6 months ago
- Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.☆94Updated last year
- An open source replacement to the traditional DFIELD and PPLANE applications for solving systems of ODEs☆90Updated 2 years ago
- Bayesian inference for a logistic regression model in various languages☆42Updated last year
- ☆29Updated 3 years ago
- Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."☆69Updated 5 years ago
- Supervised forecasting of sequential data in Python.☆55Updated 6 years ago
- PyRoss: inference, forecasts, and optimised control of epidemiological models in Python. github.com/rajeshrinet/pyross☆168Updated 9 months ago