Xiaotian Duan's Projects
Preparing molecules and protein complexes for graph neural networks in PyTorch
Bioinformatics specialization course material on Courera by UCSD
deep learning experiments on biological sequences with PyTorch
Minimal static docker image for NCBI blast+ with RspbProc
Machine learning experiments on causal discovery
CVPR Workshop on Continual Learning Challenge 2023
Development kit for the CLVISION @ CVPR 2023 Challenge
This repository contains implementations and illustrative code to accompany DeepMind publications
Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)
A lightweight yet functional project template for various deep learning projects.
DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
A fast MoE impl for PyTorch
Feature Importance Exploration
📊 A simple command-line utility for querying and monitoring GPU status
HAT (Hard Attention to the Task) Modules for Continual Learning
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
Ongoing research training transformer language models at scale, including: BERT & GPT-2
Molecule Representation Learning Toolkit
Few-shot learning experiments on Omniglot dataset with PyTorch
Experiment on Recursive (Self-Consuming) Generative Models
scalable transformer models
Neuromorphic Computing Course Project
Multi-tasking (drug response, cell line classification, etc.) Uno Implemented in PyTorch.
Repository for "Space-Time Correspondence as a Contrastive Random Walk" (NeurIPS 2020)
repository for GitHub profile
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent