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Jingyuan Li's Projects

amag icon amag

AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neural Activity

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

capsule-net-pytorch icon capsule-net-pytorch

A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

darts icon darts

A python library for user-friendly forecasting and anomaly detection on time series.

fairseq icon fairseq

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

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

mmskeleton icon mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

rbmish icon rbmish

matlab code for exponential family harmoniums, RBMs, DBNs, and relata

slam icon slam

learning SLAM,curse,paper and others

speechbci icon speechbci

Code for the paper "A high-performance speech neuroprosthesis"

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