Xiaotian Duan's repositories
dl-project-template
A lightweight yet functional project template for various deep learning projects.
bioseq-learning
deep learning experiments on biological sequences with PyTorch
UnoPytorch
Multi-tasking (drug response, cell line classification, etc.) Uno Implemented in PyTorch.
biochem-graph
Preparing molecules and protein complexes for graph neural networks in PyTorch
clvis-chlg-2023
CVPR Workshop on Continual Learning Challenge 2023
bioinformatics-material
Bioinformatics specialization course material on Courera by UCSD
blast-docker-image
Minimal static docker image for NCBI blast+ with RspbProc
causal-discovery
Machine learning experiments on causal discovery
clvision-challenge-2023
Development kit for the CLVISION @ CVPR 2023 Challenge
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
dense-ulearn-vos
Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)
dna-bert
DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
fast-moe
A fast MoE impl for PyTorch
FeatureImportance
Feature Importance Exploration
gpustat
📊 A simple command-line utility for querying and monitoring GPU status
l2p
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
magatron-lm
Ongoing research training transformer language models at scale, including: BERT & GPT-2
omniglot-experiments
Few-shot learning experiments on Omniglot dataset with PyTorch
recursive-aigc
Experiment on Recursive (Self-Consuming) Generative Models
scalable-transformer
scalable transformer models
SNN_project
Neuromorphic Computing Course Project
video-walk
Repository for "Space-Time Correspondence as a Contrastive Random Walk" (NeurIPS 2020)