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
