Claris Gu's repositories
CELESTA
Automate unsupervised machine learning cell type identification using both protein expressions and cell spatial neighborhood information for multiplexed in situ imaging data. No training dataset with cell type labels is required.
CellSeg
Implement curvature evolution to recognize shapes of single cells and draw contours
Computational_Biology_Project
All files belong to project course COMP401
ImageClassification
Image Classification on CIFAR10 dataset
DeepCell_Segmentation
Using a Panoptic model to segment nuclei images
deepcell-label
Cloud-based data annotation tools for biological images
astir
astir | Automated cell identity from single-cell multiplexed imaging and proteomics 🖥🔬✨
ark-analysis
Integrated pipeline for multiplexed image analysis
unet
unet for image segmentation
comp551-notebooks
Code provided for the Applied Machine Learning course (COMP 551)
Data_Science_Course_Scripts
Resources for the 2021 offering of COMP 598
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
Miscellaneous
Works sorted by languages
hela-cell-segmentation
U-Net Keras implementation for HeLa cell segmentation
Soluciones-Klenberg
Algorithm Design (Kleinberg Tardos 2005) - Solutions
ThinkJavaCode2
Supporting code for Think Java, 2nd edition, by Allen Downey and Chris Mayfield.
awesome-algorithms-books
CLRS + Algorithhms by Robert Sedgewick, Kevin Wayne +Algorithm_design by Jon Kleinberg and Éva Tardos
Algo
Algorithm Design - Jon Kleinberg & Éva Tardos