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Release repo for our SLAM Handbook
Simplified implementation of UMAP like dimensionality reduction algorithm
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception
Generating synthetic mobility data for a realistic population with RNNs to improve utility and privacy
Generative Agents: Interactive Simulacra of Human Behavior
This repository aims to collect all LegalAI data to facilitate the development of intelligent justice systems
Python implementation of GEO-BLEU, a similarity evaluation method for trajectories
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Data and code to reproduce main Figures in paper
High-Performance Symbolic Regression in Python and Julia
[AAAI'22] Event-Aware Multimodal Mobility Nowcasting
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index
Collection of important articles to be treated as a textbook
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Deep generative modeling for time-stamped heterogeneous data, enabling high-fidelity models for a large variety of spatio-temporal domains.
Curated list of data science interview questions and answers
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
scikit-mobility: mobility analysis in Python
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
A python library for user-friendly forecasting and anomaly detection on time series.
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
The unified platform for data-related resources.