recursionpharma / rxrx1-utilsLinks
Starter code for the CellSignal NeurIPS 2019 competition.
☆45Updated 8 months ago
Alternatives and similar repositories for rxrx1-utils
Users that are interested in rxrx1-utils are comparing it to the libraries listed below
Sorting:
- Self-supervised learning for microscopy images☆55Updated 6 years ago
- Roto-reflection equivariant CNNs for Keras as presented in B. S. Veeling, J. Linmans, J. Winkens, T. Cohen, M. Welling. "Rotation Equivar…☆86Updated 6 years ago
- A regular Tiramisu network for PyTorch with a LOT of extra features!☆42Updated 4 years ago
- Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow☆220Updated 5 years ago
- ☆44Updated 7 years ago
- To train deep convolutional neural networks, the input data and the activations need to be kept in memory. Given the limited memory avail…☆101Updated 2 years ago
- Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST☆66Updated 7 years ago
- Histopathologic Cancer Detection model based on Kaggle Challenge https://www.kaggle.com/c/histopathologic-cancer-detection (top 1%)☆11Updated 4 years ago
- Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization☆80Updated 6 years ago
- Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyT…☆226Updated 5 years ago
- MRI analysis using PyTorch and MedicalTorch☆65Updated 7 years ago
- ☆57Updated 5 years ago
- Supporting tools for PyTorch in biology research.☆19Updated 3 years ago
- 5th place solution for: RSNA Intracranial Hemorrhage Detection☆41Updated 6 years ago
- Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands☆113Updated 5 years ago
- Official PyTorch code for U-Noise: Learnable Noise Masks for Interpretable Image Segmentation (ICIP 2021)☆42Updated 4 years ago
- A production quality data pipeline for DICOM images segmentation.☆12Updated 8 years ago
- Repository for the paper "An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs"☆19Updated 6 years ago
- Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch☆93Updated 2 years ago
- This package provides TensorFlow Ops for multidimensional volumetric image augmentation.☆138Updated 5 months ago
- Implementation of "GANs for Biological Image Synthesis"☆95Updated 8 years ago
- Keras implementation of layer which performs augmentations of images using GPU.☆49Updated 4 years ago
- ☆55Updated 4 years ago
- Analysis of results of the Data Science Bowl 2018☆22Updated 5 years ago
- A Deep Architecture for Synapse Detection in Multiplexed Fluorescence Images☆14Updated 6 years ago
- This Python package enables the training and inference of deep learning models for very large data, such as megapixel images, using atten…☆98Updated 6 years ago
- Smooth Loss Functions for Deep Top-k Classification☆259Updated 4 years ago
- 8th place solution for SIIM-ACR Pneumothorax Segmentation competition on Kaggle☆22Updated 4 years ago
- Manifold-Mixup implementation for fastai V2☆17Updated 5 years ago
- Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)☆58Updated 7 years ago