vchollati's Repositories
vchollati/bayesian-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
vchollati/Brightwork
This workshop was given as an introduction to using python for scientific and other data intensive purposes. The examples are related to bench top laboratory data analysis. The speaker is Shane Neeley, a bioengineering masters student at Rice University and it was hosted by Brightwork CoResearch, an independent research and entrepreneurship facility in Houston, Texas.
vchollati/Data-Science-45min-Intros
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
vchollati/data_science_fun_conference_2015_pandas_in_a_hurry
iPython notebooks and data files for the 'Pandas in a Hurry' tutorial of the 2015 San Diego Data Science Fun Conference
vchollati/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.
vchollati/machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
vchollati/Neural-Networks-Demysitifed
Supporting code for short YouTube series Neural Networks Demystified.
vchollati/numpy-100
100 Numpy exercises
vchollati/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 ;)
vchollati/PyBRML
Python Version of BRML toolbox for Bayesian Reasoning and Machine Learning
vchollati/Python-Neural-Network
A pure python implementation of a neural network.
vchollati/python_reference
Useful functions, tutorials, and other Python-related things
vchollati/scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
vchollati/simple-neural-network
A simple Python script showing how the backpropagation algorithm works.
vchollati/statistical-analysis-python-tutorial
Statistical Data Analysis in Python
vchollati/tensorflow-tutorial
Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
vchollati/twitterbot
A Python framework for creating interactive Twitter bots
vchollati/vchollati.github.io
Testing