Adam Green

energy-py. Reinforcement learning for energy systems

teaching-monolith. Data science teaching materials

energy-py-linear. Optimize energy assets using mixed-integer linear programming

rl-resources. A curated collection of reinforcement learning resources

programming-resources. A collection of programming and computation resources.

creative-writing-with-gpt2. Fine tune GPT-2 with your favourite authors

dsr-rl. Reinforcement learning course at Data Science Retreat

world-models. A Tensorflow 2.0 reimplementation of World Models - David Ha, Jürgen Schmidhuber (2018)

forecast. a toolkit for forecasting energy time series

nem-data. Download NEM Australian electricity grid data from AEMO.

climate-news-db. A database of climate change newspaper articles

dotfiles. Configuration of Bash, Zsh, Tmux and Neovim.

cem. Parallelized Cross Entropy Method

ml-resources. A curated collection of machine learning resources

intro-to-distributed-computation-in-python. Two hour tutorial at Kiwi Pycon 2022.

blockchain. Implementation of a blockchain in Python

climate-data. Jupyter Notebook

crunchbase. Portfolio project for the Pipeline Summer Camp

space-between-money-and-the-planet. Materials for the blog post Space Between Money and the Planet.

youtube-music-downloader. Download mp3's from YouTube

soft-actor-critic. Re-implementation of Soft-Actor-Critic (SAC) in TensorFlow 2.0

gridworld. Dynamic programming and value iteration in a gridworld

data-science-south-data. Jupyter Notebook

data-science-south. A website full of data science, analytics and engineering content for data professionals.

intro-to-git.

typical-year-forecasting-electricity-prices. Materials for the blog post Typical Year Forecasting of Electricity Prices.