ketalochiang Goto Github PK

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

bayesian-analysis-with-python

Bayesian Analysis with Python by Packt

bayesian-stats-talk

Doing Bayesian statistics in Python!

blech_clust

caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

cbs_lts_2018

compstats

Code for a workshop on statistical interference using computational methods in Python.

dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

elegant-scipy

1st Edition of Elegant SciPy (O'Reilly Publishers)

example-analyses

Example analyses making extensive use of nelpy.

fastbook

Draft of the fastai book

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

image-super-resolution

Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

nelpy

Neuroelectrophysiology object model and data analysis in Python.

neurapy

NeuraPy is a collection of python modules useful for analyzing data obtained in neurophysiological experiments.

openelectrophy

Frame work for analysis intra- and extra-cellular recordings.Spike sorting.

pandas-tutorial

Material for the pandas tutorial at EuroScipy 2016

pandas-tutorial-scipyconf-2018

peps

Python Enhancement Proposals

pokemon_practice

Python_practice

practicalai

📚 A practical approach to machine learning.

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

python-for-behavioral-analysis

python-neo

Neo is a package for representing electrophysiology data in Python, together with support for reading a wide range of neurophysiology file formats

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

scikit-image-euroscipy2017

scipy2014_tutorial

Tutorial: Bayesian Statistical Analysis in Python

skimage-tutorials

Scikit-image tutorials