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ipython-notebooks

A collection of IPython notebooks covering various topics.

kaggle_walmart-recruiting-store-sales-forecasting

R code for Kaggle's Walmart Recruiting - Store Sales Forecasting

keras

Deep Learning for humans

lectures

Oxford Deep NLP 2017 course

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

letsstart

test files

lstm-sentiment-analysis

Sentiment Analysis with LSTMs in Tensorflow

machine-learning

Examples and experiments around ML for upcoming Coding Train videos

maps

Repository for all spatial data.

mclecturecusp17

Monte Carlo lecture for NYU CUSP UC

ml-from-scratch

Bare bones Python implementations of some of the fundamental Machine Learning models and algorithms.

nycene

NYC scENE

openrefine

OpenRefine is a free, open source power tool for working with messy data and improving it

osmnx

Python for street networks: retrieve, construct, analyze, and visualize street networks from OpenStreetMap.

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 ;)

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pui2016_ajd629

Assignments for coursework in Principles of Urban Informatics

pui2016_ak6129

pui2016_fb55

pui2016_final

pui2016_ps3369

pui2016_xz1809

pui2016_xz1845

pyramid

Pyramid bridges one more gap between R and Python by bringing R's auto.arima to Python. Pyramid wraps statsmodels' well-tested ARIMA and SARIMAX estimators.

python_imageprocessing

pytorch-tutorial

tutorial for researchers to learn deep learning with pytorch.

scipy_2015_sklearn_tutorial

Scikit-Learn tutorial material for Scipy 2015

technicalcommunitycontent

includes technical content about Cloud and other technologies, optimized for use within Technical Community Events

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-programs-and-tutorials

Implementations of CNNs, RNNs, GANs, etc