Daniel Shao's starred repositories
matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
intellij-discord-rp
💎 A highly customizable IntelliJ plugin for Discord Rich Presence
flash-attention
Fast and memory-efficient exact attention
histocartography
A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.
Histopathology-Datasets
Ressources of histopathology datasets
MuTILs_Panoptic
Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs model and PanopTILs dataset. medRxiv 2022.01.08.22268814.
bidirectional-cross-attention
A simple cross attention that updates both the source and target in one step
CrossViT-pytorch
Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
Augmentation-PyTorch-Transforms
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
HistomicsTK
A Python toolkit for pathology image analysis algorithms.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
curriculum-dropout-pytorch
curriculum dropout implementation with pytorch
awesome-ai-papers
A curated list of the most impressive AI papers
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
thanos-code
Code release for the paper Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning
SupCon-Framework
Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks