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2015

Public material for CS109

application

calliope

High-resolution open-source energy modelling framework in Python

code_snippets

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dataviz

A book covering the fundamentals of data visualization.

ixmp

The ix modeling platform for integrated and cross-cutting scenario analysis

kagglezerotoall

Kaggle problem solving

lstm-load-forecasting

Electricity load forecasting with LSTM (Recurrent Neural Network)

message_ix

The integrated assessment and energy systems model MESSAGEix

mplstyle

With mplstyle you can set plotting settings once and use your own configurations.

nbconvert

Jupyter Notebook Conversion

population-stability-index

Python implementation of the population stability index (PSI)

streamlit-allennlp

allennlp + streamlit demo

urbs

A linear optimisation model for distributed energy systems

vis-tutorial

Tutorial on visualising data in Python: matplotlib, pandas, seaborn, plotly...

vuetify-playlist

The course files for the Vuetify playlist on The Net Ninja YouTube channel

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow