Spatiotemporal Python Packages

torch-geometric-temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

cmne

Contextual MEG/EEG source estimation: an LSTM learns the temporal context of brain activity to sharpen dSPM/MNE estimates. PyTorch + ONNX, MNE-Python compatible.

stemflow

A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)

spateo-release

Spatiotemporal modeling of spatial transcriptomics

koopman-graph

Topology-aware Koopman autoencoders for forecasting and analyzing networked dynamics

torch-spatiotemporal

tsl: a PyTorch library for processing spatiotemporal data.

geotask-core

GeoTask — 面向 AI Agent 的时空任务上下文引擎 | Spatiotemporal Task Context Engine for AI agents.

atlas4d

Self-hosted 4D spatiotemporal AI platform built on PostgreSQL, PostGIS, TimescaleDB, H3 and pgvector, with anomaly & threat detection, NLQ interface and full observability.

pygw

GeoWave provides geospatial and temporal indexing on top of Accumulo, HBase, BigTable, Cassandra, Kudu, Redis, RocksDB, and DynamoDB.

trajectory

A python library for lossy compression/serialization of trajectory data based on Google's Encoded Polyline Algorithm Format

stco

A Python package for assessing the temporal stability of spatial clustering methods via spatial overlay analysis.

sitsfeats

⌛ Metrics from satellite image time series in Python

loci-stdb

Spatial memory for Physical AI. Robots, drones & world models remember what they saw, where and when, and notice what's new. 4D (x,y,z,t) vector memory · novelty detection · MCP server.