twiecki.github.io

While My MCMC Gently Samples

While My MCMC Gently Samples. Bayesian modeling, Computational Psychiatry, and Python. A modern guide to getting started with Data Science and Python. Nov 18, 2014. Python has an extremely rich and healthy ecosystem of data science tools. Unfortunately, to outsiders this ecosystem can look like a jungle (cue snake joke). In this blog post I will provide a step-by-step guide to venturing into this PyData jungle. Whats wrong with the many lists of PyData . Read On ↵. Mar 17, 2014. Read On ↵. Feb 24, 2014.

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While My MCMC Gently Samples. Bayesian modeling, Computational Psychiatry, and Python. A modern guide to getting started with Data Science and Python. Nov 18, 2014. Python has an extremely rich and healthy ecosystem of data science tools. Unfortunately, to outsiders this ecosystem can look like a jungle (cue snake joke). In this blog post I will provide a step-by-step guide to venturing into this PyData jungle. Whats wrong with the many lists of PyData . Read On ↵. Mar 17, 2014. Read On ↵. Feb 24, 2014.

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1 archives

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4 matplotlib

5 and jake vanderplas

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archives,publications,by chris fonnesbeck,matplotlib,and jake vanderplas,jsanimation,slice sampling,and nuts,from pydata,on vimeo,ipython,emcee,the mcmc hammer,pymc,models,motivation,author thomas wiecki,recent posts,categories,misc,tags,intro datascience

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While My MCMC Gently Samples | twiecki.github.io Reviews

https://twiecki.github.io

While My MCMC Gently Samples. Bayesian modeling, Computational Psychiatry, and Python. A modern guide to getting started with Data Science and Python. Nov 18, 2014. Python has an extremely rich and healthy ecosystem of data science tools. Unfortunately, to outsiders this ecosystem can look like a jungle (cue snake joke). In this blog post I will provide a step-by-step guide to venturing into this PyData jungle. Whats wrong with the many lists of PyData . Read On ↵. Mar 17, 2014. Read On ↵. Feb 24, 2014.

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twiecki.github.io

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The Best Of Both Worlds: Hierarchical Linear Regression in PyMC3

http://twiecki.github.io/blog/2014/03/17/bayesian-glms-3

While My MCMC Gently Samples. Bayesian modeling, Computational Psychiatry, and Python. The Best Of Both Worlds: Hierarchical Linear Regression in PyMC3. Mar 17, 2014. Authors: Danne Elbers, Thomas Wiecki. Today's blog post is co-written by Danne Elbers. Who is doing her masters thesis with me on computational psychiatry using Bayesian modeling. This post also borrows heavily from a Notebook. Provide and intuitive explanation of hierarchical/multi-level Bayesian modeling;. To predict radon levels in houses.

2

This world is far from Normal(ly distributed): Bayesian Robust Regression in PyMC3

http://twiecki.github.io/blog/2013/08/27/bayesian-glms-2

While My MCMC Gently Samples. Bayesian modeling, Computational Psychiatry, and Python. This world is far from Normal(ly distributed): Bayesian Robust Regression in PyMC3. Aug 27, 2013. This tutorial first appeard as a post in small series on Bayesian GLMs on my blog:. The Inference Button: Bayesian GLMs made easy with PyMC3. This world is far from Normal(ly distributed): Robust Regression in PyMC3. The Best Of Both Worlds: Hierarchical Linear Regression in PyMC3. In this blog post I will write about:.

3

While My MCMC Gently Samples Archive

http://twiecki.github.io/archives.html

While My MCMC Gently Samples. Bayesian modeling, Computational Psychiatry, and Python. The Inference Button: Bayesian GLMs made easy with PyMC3. This world is far from Normal(ly distributed): Bayesian Robust Regression in PyMC3. Hammer time: Nailing the emcee ensemble sampler onto PyMC. Animating MCMC with PyMC3 and Matplotlib. Easily distributing a parallel IPython Notebook on a cluster. The Best Of Both Worlds: Hierarchical Linear Regression in PyMC3. MCMC sampling for dummies. MCMC sampling for dummies.

4

bayesian_risk_perf_v3_singapore slides

http://twiecki.github.io/bayesian_risk_perf_v3_singapore.slides.html

Probabilistic Programming in Quantitative Finance. About me ¶. Lead Data Scientist at Quantopian Inc. Building a crowd sourced hedge fund. Previous: PhD from Brown University - research on computational neuroscience and machine learning using Bayesian modeling. Data extracts/backtests/anonymized/235 10yr backtests.csv. Data extracts/backtests/anonymized/235 10yr backtests live algo id mapping.csv. Df live all = quant utils.data loaders.get zipline papertrading data(). Live algos = []. Retsname = anon id.

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februari 2016 – Programming in Psychology

https://programminginpsychology.wordpress.com/2016/02

Statistics, Programming, and Psychology. 29 februari, 2016. 25 februari, 2016. Very mind blowing and intriguing discussions on the mind. A must see! Delta Plots on Response time data using Python. 28 februari, 2016. 26 februari, 2016. In this post we are going to learn how to do delta plots for response (reaction) time data. Response time data are often used in experimental psychology. It is the dependent variable in many experiments that aim to draw interference of cognitive processes. Pratte, M. S&...

programminginpsychology.wordpress.com

Programming in Psychology – Sida 2 – Statistics, Programming, and Psychology

https://programminginpsychology.wordpress.com/page/2

Statistics, Programming, and Psychology. Introduction Video to Statsmodels. 27 februari, 2016. 24 februari, 2016. I found this introduction to Statsmodels. For you that don’t know Statsmodels is a great Python library for conducting statistical analysis. Many common methods are covered by the package. If you want to learn more Python and Data Analysis you will most likely enjoy this Youtube video:. 26 februari, 2016. 27 februari, 2016. Or the proportion of correct responses (. Will increase more than the.

learningwithdata.com

Learning With Data / Resources

http://www.learningwithdata.com/resources

Get Python and the Anaconda distribution which includes almost all of the libraries you will need to get started. Learn about IPython and IPython Notebooks. Python For Data Mining. Read my introduction post on how to use Python for data mining. This excellent course is probably the most popular. Taught by Andrew Ng who is now the Chief Scientist at Baidu; great coverage of topics. I would definitely recommend starting here for for online courses. Analyzing Big Data With Twitter. The Yhat blog always seem...

blog.applied.ai

Software for the Modern Office

http://blog.applied.ai/software-for-the-modern-office

Software for the Modern Office. July 21, 2015. As a highly mobile consulting company we need to 'take the office with us' when on the road; happily there's several fantastic tools for the job. Most blogposts about modern office productivity software devolve into gushing praise for Slack. Documents, planning, timekeeping. Google Apps for Work. Who could be without industry standard email, shared calendars and basic documents, presentations and spreadsheets? As a bonus, multi-party video calls (aka Hangout...

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twiecki.github.io

While My MCMC Gently Samples

While My MCMC Gently Samples. Bayesian modeling, Computational Psychiatry, and Python. A modern guide to getting started with Data Science and Python. Nov 18, 2014. Python has an extremely rich and healthy ecosystem of data science tools. Unfortunately, to outsiders this ecosystem can look like a jungle (cue snake joke). In this blog post I will provide a step-by-step guide to venturing into this PyData jungle. Whats wrong with the many lists of PyData . Read On ↵. Mar 17, 2014. Read On ↵. Feb 24, 2014.

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Posted 2 years ago. Tay seduzindo #taylorlatner #sorrisomaislindodomundo. Posted 2 years ago. Posted 2 years ago. Outtakes - MAckenzie Foy by @danibrubaker. Posted 2 years ago. Lindos Peter Facinelli Ator teria sido visto de mãos dadas com a atriz. JaimieAlexander @peterfacinelli 😍. Posted 2 years ago. Bd2 so cute #twilight. Posted 2 years ago. Posted 2 years ago. E como foi depois do #forever? Posted 2 years ago. Todo mundo vivo aqui? Posted 2 years ago. Posted 2 years ago. Next page →.

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