arvinds-ds Goto Github PK

aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

codemirror

In-browser code editor

cookiecutter-python-package

Cookiecutter template for a Python package w/ CLI. See https://github.com/audreyr/cookiecutter.

datasets_r2py

Automatically download/convert/test 1000+ R datasets to be used with Python. Originally forked from vincentarelbundock/Rdatasets

deep-learning

Deep Learning ND

dynamic-memory-networks-in-tensorflow

Dynamic Memory Network implementation in TensorFlow

ed_viz

A simple script to visualize Edward tensorflow graph using Graphviz

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

entity-embedding-rossmann

mathgen

See http://thatsmathematics.com/mathgen/

mlapp

Solutions to exercises from Machine Learning: A Probabilistic Perspective by Kevin P. Murphy

mlnotes

neural_factorization_machine

TenforFlow Implementation of Neural Factorization Machine

nychvs2014

Python script to download and extract the NYCHVS 2014 Data to CSV

observations

Tools for loading standard data sets in machine learning

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pyro

Deep universal probabilistic programming with Python and PyTorch

rdatasets

An archive of datasets distributed with R

rethinking

Statistical Rethinking course and book package

scaffolding

Code generators to speed up development.

segnet

stan-code

Stan Models/Code

stan_code_helper

Jupyter Extension for Stan Code Syntax Highlighting

stanmagic

Stan Jupyter Magic

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-snippets

Collection of tensorflow code that I reuse for my projects