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GitHub / junpenglao 5 Repositories

I used to do brain stuff.

junpenglao/GLMM-in-Python

Generalized linear mixed-effect model in Python

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 21 days ago - Pushed at: almost 7 years ago - Stars: 180 - Forks: 47

junpenglao/blackjax Fork of blackjax-devs/blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

Language: Python - Size: 122 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

junpenglao/All-that-likelihood-with-PyMC3

Language: Jupyter Notebook - Size: 44.2 MB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 72 - Forks: 14

junpenglao/sampling-book Fork of blackjax-devs/sampling-book

Tutorials and sampling algorithm comparisons

Language: TeX - Size: 29.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

junpenglao/functionalbayes

A Functional Programming Approach to Composable Bayesian Workflow

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 0

junpenglao/Planet_Sakaar_Data_Science

A colourful collection of codes and notebooks, like Planet Sakaar

Language: Jupyter Notebook - Size: 163 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 55 - Forks: 12

junpenglao/advance-bayesian-modelling-with-PyMC3

Language: Jupyter Notebook - Size: 69.9 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 235 - Forks: 54

junpenglao/blackjax-feedstock Fork of conda-forge/blackjax-feedstock

A conda-smithy repository for blackjax.

Size: 22.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

junpenglao/modelselection_tutorial Fork of avehtari/modelselection

Tutorial on model assessment, model selection and inference after model selection

Language: HTML - Size: 57.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

junpenglao/Kalman-and-Bayesian-Filters-in-Python Fork of rlabbe/Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Ipython Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

Language: Jupyter Notebook - Size: 537 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

junpenglao/PrecisionWorkshop1_Prep Fork of oapio/PrecisionWorkshop1_Prep

Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 54 - Forks: 18

junpenglao/Bayesian-Cognitive-Modeling-in-Pymc3 📦

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Language: Jupyter Notebook - Size: 82.2 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 97 - Forks: 21

junpenglao/pymc Fork of pymc-devs/pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

Language: Python - Size: 483 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

junpenglao/statsforecast Fork of Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

Size: 29.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

junpenglao/Bayesian_Smoothing_EyeMovement

Repository of my talk for Bayes@Lund 2017

Language: Jupyter Notebook - Size: 32.1 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 10 - Forks: 1

junpenglao/junpenglao.github.io

my mental roadtrip

Language: HTML - Size: 119 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

junpenglao/limo_eeg Fork of LIMO-EEG-Toolbox/limo_tools

in development version of the software

Language: MATLAB - Size: 21.9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

junpenglao/pysaliency Fork of matthias-k/pysaliency

Python Framework for Saliency Modeling and Evaluation

Language: Python - Size: 136 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

junpenglao/stan Fork of stan-dev/stan

Stan development repository (home page is linked below). The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

Language: C++ - Size: 292 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

junpenglao/probability Fork of tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

Language: Jupyter Notebook - Size: 153 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 4

junpenglao/sympy Fork of sympy/sympy

A computer algebra system written in pure Python

Language: Python - Size: 142 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

junpenglao/kalman-jax Fork of AaltoML/kalman-jax

Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

Size: 18.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

junpenglao/arviz Fork of arviz-devs/arviz

Python package to plot and analyse samples from probabilistic models

Language: Python - Size: 27.2 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

junpenglao/daft Fork of daft-dev/daft

Render some probabilistic graphical models using matplotlib

Language: Python - Size: 1.61 MB - Last synced at: about 2 years ago - Pushed at: over 10 years ago - Stars: 0 - Forks: 0

junpenglao/prob-stats Fork of bob-carpenter/prob-stats

Probability and Statistics: a simulation-based introduction. An open-access book.

Language: TeX - Size: 174 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

junpenglao/tensorflow Fork of tensorflow/tensorflow

Computation using data flow graphs for scalable machine learning

Language: C++ - Size: 157 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

junpenglao/webmc3 Fork of AustinRochford/webmc3

A web interface for exploring PyMC3 traces

Language: Python - Size: 52.1 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

junpenglao/bambi Fork of bambinos/bambi

BAyesian Model-Building Interface (BAMBI) in Python.

Language: Python - Size: 12 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

junpenglao/python3_with_pleasure Fork of arogozhnikov/python3_with_pleasure

A short guide on features of Python 3

Size: 203 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

junpenglao/pymc4_prototypes Fork of pymc-devs/pymc4_prototypes

Experimental code for porting PyMC to alternative backends

Language: Jupyter Notebook - Size: 7.94 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

junpenglao/keras-docs-zh Fork of keras-team/keras-docs-zh

Chinese (zh-cn) translation of the Keras docs.

Size: 99.6 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

junpenglao/SPAFV

SPAFV - Surface Profile Analysis for Free Viewing eye movement experiment in 2AFC task

Language: Jupyter Notebook - Size: 8.43 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

junpenglao/Statistical-Rethinking-with-Python-and-PyMC3 Fork of aloctavodia/Statistical-Rethinking-with-Python-and-PyMC3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Language: Jupyter Notebook - Size: 49 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

junpenglao/jaefa

Just Another Eye-movement Filtering Algorithm

Language: Matlab - Size: 15.6 KB - Last synced at: about 2 years ago - Pushed at: almost 9 years ago - Stars: 0 - Forks: 1

junpenglao/statistical-analysis-python-tutorial Fork of fonnesbeck/statistical-analysis-python-tutorial

Statistical Data Analysis in Python

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: about 2 years ago - Pushed at: almost 10 years ago - Stars: 0 - Forks: 1

junpenglao/neural-ideal Fork of nebneuron/neural-ideal

Language: Python - Size: 168 KB - Last synced at: about 2 years ago - Pushed at: almost 10 years ago - Stars: 0 - Forks: 0

junpenglao/functional-differential-geometry Fork of jtauber/functional-differential-geometry

working my way through Sussman and Wisdom's Functional Differential Geometry and implementing it in Python

Language: Python - Size: 479 KB - Last synced at: about 2 years ago - Pushed at: about 11 years ago - Stars: 0 - Forks: 0

junpenglao/PyOpenWorm Fork of openworm/owmeta

Unified, simple data access python library for data & facts about C. elegans anatomy

Language: Python - Size: 97.3 MB - Last synced at: about 2 years ago - Pushed at: almost 10 years ago - Stars: 0 - Forks: 0