adgefficiency Goto Github PK

adgefficiency.github.io

The intersection of energy and machine learning

ai_safety

Portfolio Project for the Data Science Retreat

analyze-bp-historical-data

animalai-olympics

Code repository for the Animal AI Olympics competition

automatic_sleep_scoring

The goal is to create an automatic (preferably online) scoring of sleep stage scoring using raw EEG signals

bash-teaching-material

This is the repository with teaching material for the bash course.

blockchain

Implementation of a blockchain in Python

cem

Parallelized Cross Entropy Method

cities

Example repository for Data Science South lessons.

climate-data

climate-news-db

A database of climate change newspaper articles

climate-nlp-dev

cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)

cookiecutter-data-science

Finally - a sensible data science cookie cutter.

creative-writing-with-gpt2

Fine tune GPT-2 with your favourite authors

crunchbase

Portfolio project for the Pipeline Summer Camp

data-science-south-data

data-science-south-projects

datasciencejobs

DSR Project (by Rachel and Janina): Analysing Data-related Job descriptions

dotfiles

Configuration of Bash, Zsh, Tmux and Neovim.

dsr-rl

Reinforcement learning course at Data Science Retreat

dsr-rl-class

Repo for the "Intro to Reinforcement Learning" Class @ DSR

dsr_pandas

energy-py

Reinforcement learning for energy systems

energy-py-experiments

energy-py-linear

Optimize energy assets using mixed-integer linear programming

energy-py-talk

A talk covering lessons learnt after two years of developing energy-py

evolution

Evolutionary optimization of four 2D optimization problems.

forecast

a toolkit for forecasting energy time series

gisdata

Geospatial data workshop