waith's repositories
conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
conformal-risk
Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
NEMOSIS
NEMOSIS: NEM Open-source information service
energy-market-deep-learning
Experiments in using deep learning to model competition in liberalised electricity markets.
R-demo
Using R and Python in a Streamlit app
The-Book-of-Trading-Strategies
Source Codes for the Book of Trading Strategies
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
sas-select
Web based search facility for products on the Stoma Appliance Schedule
Data-science
Collection of useful data science topics along with code and articles
reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
epftoolbox
An open-access benchmark and toolbox for electricity price forecasting
l2rpn-baselines
L2RPN Baselines a repository to host baselines for l2rpn competitions.
queensland-ai-fastai-course-resources
Resources (including recap slides and notebooks) to support the Queensland AI & Queensland AI Hub community fast.ai course.
pydbgen
Random dataframe and database table generator
ubuntu-wsl2-systemd-script
Script to enable systemd support on current Ubuntu WSL2 images [Unsupported, no longer updated]
basemaps
NZ’s most authoritative and open digital basemap service for LINZ and the public.
Advanced-Python
Code like a pro!
getting-up-to-speed-with-dask
Gentle introduction to Dask
BlazorWithRedux
Blazor WebAssembly with Redux patern using .NET 5 preview and Fluxor
quantile_ensemble_talk
Ensemble forecasts with fable for NYCR conference
ElectricityPricePrediction
This is the final project following my time at Flatirons Data Science bootcamp. It uses Neural Networks (and other machine learning methods) to predict the day ahead electricity price, and modelled a basic battery function to extract value
kubernetes-tutorial
Kubernetes Tutorial for https://dn.dev/master
TensorFlow-in-Practice
TensorFlow in Practice Specialization. Join our Deep Learning Adventures community 🎉 and become an expert in Deep Learning, TensorFlow, Computer Vision, Convolutional Neural Networks, Kaggle Challenges, Data Augmentation and Dropouts Transfer Learning, Multiclass Classifications and Overfitting and Natural Language Processing NLP as well as Time Series Forecasting 😀 All while having fun learning and participating in our Deep Learning Trivia games 🎉 http://bit.ly/deep-learning-tf
Deep-Learning-Adventures
Deep Learning Adventures. Join our Deep Learning Adventures community 🎉 and become an expert in Deep Learning, TensorFlow, Computer Vision, Convolutional Neural Networks, Kaggle Challenges, Data Augmentation and Dropouts Transfer Learning, Multiclass Classifications and Overfitting and Natural Language Processing NLP as well as Time Series Forecasting 😀 All while having fun learning and participating in our Deep Learning Trivia games 🎉 http://bit.ly/deep-learning-tf