A game theoretic approach to explain the output of any machine learning model.

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

Automatic extraction of relevant features from time series:

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Repo to accompany my mastering LLM engineering course

A python library for decision tree visualization and model interpretation.

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!

Python implementation of KNN and DTW classification algorithm

Source Code for 'Hands-on Time Series Analysis with Python' by B V Vishwas and Ashish Patel

Inference, Fine Tuning and many more recipes with Gemma family of models

Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition

Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python

A collection of non-residential buildings for performance analysis and algorithm benchmarking

Are you ready to FLIRT with your wearable data?

Smart meter load disaggregation with Hidden Markov Models

Heating Profiles

This repository accompanies the book Core Concepts and Methods in Load Forecasting.

Smart Meter Data Analytics Tutorial @ 11th International Conference on Learning Representations (ICLR 2023)

Jupyter notebooks for the Energy and Buildings Publication

clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plot

Repository for "Big Data for Public Policy" @ ETH Zurich, Spring 2023

Cracks crowds using a 3d lidar.

Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter Data

This repository is the official implementation of ALDI++: Automatic and parameter-less discorddetection for daily load energy profiles

My solution to solve the second IEEE-CIS technical challenge

Heatpump.ninja enables the synthetic generation of heat pump load profiles for different geographies and respective temperature profiles, based on a dataset of geothermal heat pumps from Hamelin, G…

Large-scale monitoring of residential heat pump cycling using smart meter data