Carrotsniper

-CVPR-2024-HPNet

[CVPR 2024] HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention

-ICCV-2023-TUTR-

ICCV2023 TUTR: Trajectory Unified Transformer for Pedestrian Trajectory Prediction

-Neurips-2023-OneNet

This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling》

awesome-time-series

Resources for working with time series and sequence data

Basisformer

This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis]

BATraj-Behavior-aware-Model

[AAAI 2024] Official PyTorch Implementation of ''BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving''.

BP-SGCN

This repository is created for BP-SGCN.

Carrotsniper.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

DeepTime

PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

EigenTrajectory

Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"

EqMotion

[CVPR2023] EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

FCDNet

FCN-KAN

Kolmogorov–Arnold Networks with modified activation (using fully connected network to represent the activation)

forecast-mae

[ICCV'2023] Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders

gpt-readme

Use ChatGPT to write README, based on your code. This repo's readme is written by this tool. So if you think this readme sucks, literally means this tool sucks. Otherwise, you should use it😊

iTransformer

Implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

LHG

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

LMTrajectory-CVPR2024-

Official Code for "Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction (CVPR 2024)"

MSGNet

numexpr

加速数学运算

pytorch-attention

🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥

pytorch_attention

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

QFormer

The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

SingularTrajectory-CVPR2024-

Official Code for "SingularTrajectory: Universal Trajectory Predictor using Diffusion Model (CVPR 2024)"

torchscale

Foundation Architecture for (M)LLMs

vscode_debug_transformers

wtftp-model-Nature-wavelet-

The repository of the paper "Flight trajectory prediction enabled by time-frequency wavelet transform"