mjendrusch / torchsupportLinks
Supporting tools for PyTorch in biology research.
☆19Updated 3 years ago
Alternatives and similar repositories for torchsupport
Users that are interested in torchsupport are comparing it to the libraries listed below
Sorting:
- Self-supervised learning for microscopy images☆55Updated 6 years ago
- Starter code for the CellSignal NeurIPS 2019 competition.☆45Updated 4 months ago
- Smooth Loss Functions for Deep Top-k Classification☆257Updated 4 years ago
- ☆44Updated 6 years ago
- ☆54Updated 3 years ago
- Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch☆93Updated 2 years ago
- Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyT…☆223Updated 4 years ago
- Manifold-Mixup implementation for fastai V2☆17Updated 5 years ago
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆18Updated 2 months ago
- PyTorch model training and layer saturation monitor☆82Updated 2 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…☆100Updated 2 years ago
- Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters☆30Updated 4 years ago
- Supervised NN for pre-training. with group normalization and weight standardization☆30Updated 5 years ago
- Implementation of Bayesian NNs in Pytorch (https://arxiv.org/pdf/1703.02910.pdf) (With some help from https://github.com/Riashat/Deep-Ba…☆31Updated 4 years ago
- AffinityNet with feature attention layer and kNN attention pooling layer for few-shot semi-supervised learning☆38Updated 7 years ago
- Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.☆67Updated 5 years ago
- homura is a library for fast prototyping DL research☆106Updated 3 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 5 years ago
- An implementation of MixMatch with PyTorch☆36Updated 4 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆79Updated 3 years ago
- Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934☆113Updated 5 years ago
- A pytorch dataset sampler for always sampling balanced batches.☆117Updated 4 years ago
- Parameterized fit and prediction harnesses for pytorch☆40Updated 4 years ago
- A simpler version of the self-attention layer from SAGAN, and some image classification results.☆214Updated 6 years ago
- Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow☆220Updated 4 years ago
- Implementation of Octave Convolution from Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convol…☆57Updated 6 years ago
- Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.☆125Updated 3 years ago
- Code for reproducing ICT (published in Neural Networks 2022, and in IJCAI 2019)☆148Updated 2 years ago
- Segmenting WSIs using Deep Convolutional Neural Networks☆19Updated 7 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆68Updated 2 years ago