Lists (32)
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⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
📡 Simple and ready-to-use tutorials for TensorFlow
Recipes for using Python's pandas library
The fastest way to create an HTML app
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
⚡ TabPFN: Foundation Model for Tabular Data ⚡
Create delightful software with Jupyter Notebooks
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's …
Gallery of OSMnx tutorials, usage examples, and feature demonstrations.
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Course materials for: Geospatial Data Science
Generate long Sora 2 videos that exceed OpenAI's native 12-second limit
A simple & elegant experiment tracking framework that integrates persistence logic & best practices directly into Python
Educational materials for universities
PDFM Embeddings: location-based vectors for geo-spatial analysis.
Excess mortality during COVID-19 pandemic
Speedtest by Ookla Global Fixed and Mobile Network Performance Map Tiles
(ICML'25 Outstanding) CollabLLM: From Passive Responders to Active Collaborators
Python based framework to retreive Global Database of Events, Language, and Tone (GDELT) version 1.0 and version 2.0 data.
A Python library modeling pedestrian and bicycle trips over networks.
Global Ensemble Digital Terrain modeling and parametrization at 30~m resolution (GEDTM30)
A containerised platform for Geographic Data Science
Notebooks for Applied Causal Inference Powered by ML and AI
Binder to the cosmograph visual analytics for big graphs
Code examples for the book titled Spatial Data Management with DuckDB
ClaSPy: A Python package for time series segmentation.
a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information"