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Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning).
Technology-invariant pipeline for spatial omics analysis that scales to millions of cells (Xenium / Visium HD / MERSCOPE / CosMx / PhenoCycler / MACSima / etc)
High-quality implementations of standard and SOTA methods on a variety of tasks.
Local, normalization-free contact map binning
PyTorch implementation of VSR-Transformer
Tensorflow implementation of Swin Transformer model.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
A markdown version emoji cheat sheet
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
VRT: A Video Restoration Transformer (official repository)
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
General depo for the article series From Papers to Github
baiddd / ANNA-PALM
Forked from imodpasteur/ANNA-PALMAccelerating Single Molecule Localization Microscopy with Deep Learning
baiddd / Python-100-Days
Forked from jackfrued/Python-100-DaysPython - 100天从新手到大师
Paper list for equivariant neural network
baiddd / ShareLoc.XYZ
Forked from imodpasteur/ShareLoc.XYZA platform for sharing localization microscopy data.
Official PyTorch implementation of StyleGAN3
Code for the paper "Siamese-GAN: Learning Invariant Representations for Aerial Vehicle Image Categorization"
PyTorch implementations of Generative Adversarial Networks.
A Python module for computing the Structural Similarity Image Metric (SSIM)
WebGL point cloud viewer for large datasets
A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"
SD2GAN: A Siamese Dual Discriminator Generative Adversarial Network for Mode Collapse Reduction
[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".