A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)

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 …

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

Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

COCO API - Dataset @ http://cocodataset.org/

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

Unified Line Segment Detection

Implementation of the paper "DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients"

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

Solving FrozenLake with Reinforcement Learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

[ICLR 2024] Map Learning with Lane Segment for Autonomous Driving

Python tools for geographic data

Rollit game agent with minimax trees

Solving Rubik’s with Search Algorithms

Iranian Company and Startup Interview Question

Research programs for Undergraduate students

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning

ws_dotfiles

Simplified version of rpg common used for its utilities.

simplified wrapper of rpg_quadrotor_common used for its utilities

An Unsupervised Learning Framework for Moving Object Detection From Videos

Project Code for the paper "Learning Visual Locomotion with Cross-Modal Supervision" (ICRA2023)

Code for training locomotion policies with RL