Popular GitHub Repositories for Spatio Temporal Prediction

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

[NeurIPS 2024 Best Paper][GPT beats diffusion?] [scaling laws in visual generation?] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

Probabilistic time series modeling in Python

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Time series forecasting with PyTorch

NeuralProphet: A simple forecasting package

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

A unified, comprehensive and efficient recommendation library

List of tools & datasets for anomaly detection on time-series data.

StellarGraph - Machine Learning on Graphs

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

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

List of papers, code and experiments using deep learning for time series forecasting

Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

Implementation of BERT that could load official pre-trained models for feature extraction and prediction