Ruochen Li's repositories
FCN-KAN
Kolmogorov–Arnold Networks with modified activation (using fully connected network to represent the activation)
-CVPR-2024-HPNet
[CVPR 2024] HPNet: Dynamic Trajectory Forecasting with Historical Prediction 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.
BP-SGCN
This repository is created for BP-SGCN.
QFormer
The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"
BATraj-Behavior-aware-Model
[AAAI 2024] Official PyTorch Implementation of ''BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving''.
numexpr
加速数学运算
torchscale
Foundation Architecture for (M)LLMs
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😊
Basisformer
This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis]
-ICCV-2023-TUTR-
ICCV2023 TUTR: Trajectory Unified Transformer for Pedestrian Trajectory Prediction
pytorch_attention
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
iTransformer
Implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group
awesome-time-series
Resources for working with time series and sequence data
-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》
EigenTrajectory
Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"
forecast-mae
[ICCV'2023] Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders
wtftp-model-Nature-wavelet-
The repository of the paper "Flight trajectory prediction enabled by time-frequency wavelet transform"
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
DeepTime
PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)
pytorch-attention
🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥
Carrotsniper.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
EqMotion
[CVPR2023] EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
tuning_playbook_zh_cn
一本系统地教你将深度学习模型的性能最大化的战术手册。
PowerBEV
POWERBEV, a novel and elegant vision-based end-to-end framework that only consists of 2D convolutional layers to perform perception and forecasting of multiple objects in BEVs.