psinger / Probabilistic-Programming-and-Bayesian-Methods-for-HackersLinks
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
☆29Updated 9 years ago
Alternatives and similar repositories for Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
Users that are interested in Probabilistic-Programming-and-Bayesian-Methods-for-Hackers are comparing it to the libraries listed below
Sorting:
- ☆80Updated 9 years ago
- Computational Statistics II Tutorial at SciPy 2015☆48Updated 10 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆127Updated 9 years ago
- Jupyter notebook presentations with optional code visibility and no ugly elements☆68Updated 8 years ago
- Bayesian Analysis in PyMC3.☆79Updated 11 years ago
- Machine Learning with Scikit-Learn (material for pydata Amsterdam 2016)☆30Updated 9 years ago
- ☆28Updated 8 years ago
- ☆52Updated 9 years ago
- ☆41Updated 10 years ago
- My Tutorial for PyData London☆26Updated 10 years ago
- Building Python Data Applications with Blaze and Bokeh Tutorial, SciPy 2015☆144Updated 10 years ago
- PyMC3 tutorial for DataScience LA (January 2017)☆67Updated 7 years ago
- Material for my lectures at the ESAC statistics conference, Oct 27-31 2014☆68Updated 11 years ago
- A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.☆213Updated 8 years ago
- Notebooks (and slides) for my PyData NYC 2014 tutorial on the more advanced features of scikit-learn.☆68Updated 11 years ago
- PyData NYC 2015 conference☆94Updated 10 years ago
- Advanced Scikit-learn training session☆119Updated 9 years ago
- Lecture content for UW Software Engineering for Data Scientists☆102Updated 2 years ago
- For the pandas tutorial at PyData Seattle: https://www.youtube.com/watch?v=otCriSKVV_8☆116Updated 4 years ago
- PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course☆96Updated 8 years ago
- Bayesian dessert for Lasagne☆83Updated 8 years ago
- Materials for my talk at PyData Chicago 2016☆20Updated 8 years ago
- code for my "stupid itertools tricks" talk from pydata seattle 2015☆152Updated 9 years ago
- DePy 2015 Talk☆117Updated 8 years ago
- ☆28Updated 9 years ago
- PyData Seattle 2015: Python Data Bikeshed☆125Updated 10 years ago
- Materials for the IPython/Jupyter workshop at the NGCM Summer Academy, at Southampton University, Boldrewood campus.☆47Updated 8 years ago
- Scikit-learn Tutorial at EuroPython 2014☆43Updated 7 years ago
- A Bayesian testing framework written in Python.☆94Updated 10 years ago
- SigOpt wrappers for scikit-learn methods☆75Updated 2 years ago