xxchenxx's repositories
abides
ABIDES: Agent-Based Interactive Discrete Event Simulation
CNTK
Convolutional Neural Tangent Kernel
DeepFRI
Deep functional residue identification
dlrm
An implementation of a deep learning recommendation model (DLRM)
DSEE
[Preprint] "DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models" by Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Zhangyang Wang, Ahmed Hassan Awadallahp
GAN-LTH
[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen
gpt-2-simple
Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts
Graph-Domain-Adaptaion
PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)
gvp-pytorch
Geometric Vector Perceptrons --- a rotation-equivariant GNN for learning from biomolecular structure
higher
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
imagenet-sample-images
1000 images, one per image-net class. For easy visualization/exploration of classes.
otdd
Optimal Transport Dataset Distance
P-tuning-v2
An optimized prompt tuning strategy comparable to fine-tuning across model scales and tasks.
pytorch-network-slimming
A package to make do Network Slimming easier
RIDE-LongTailRecognition
[ICLR 2021 Spotlight] Pytorch implementation for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."
SCDA_pytorch
A pytorch implementation of the "Selective Convolutional Descriptor Aggregation" algorithm
schnetpack
SchNetPack - Deep Neural Networks for Atomistic Systems
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
stylegan2-pytorch
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
stylegan2-pytorch-1
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
tensorboard-aggregator
Aggregate multiple tensorboard runs to new summary or csv files
TIM
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
WellTunedSimpleNets
[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets
Zoo-Tuning
Code release for Zoo-Tuning: Adaptive Transfer from A Zoo of Models (ICML2021)