dshieble / Tensorflow_Deep_Taylor_LRPLinks
Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow
☆72Updated 8 years ago
Alternatives and similar repositories for Tensorflow_Deep_Taylor_LRP
Users that are interested in Tensorflow_Deep_Taylor_LRP are comparing it to the libraries listed below
Sorting:
- ☆100Updated 7 years ago
- Visualizing Deep Neural Network Decisions: Prediction Difference Analysis☆121Updated 8 years ago
- Learning to Compose Domain-Specific Transformations for Data Augmentation☆172Updated 3 years ago
- Code for paper "L4: Practical loss-based stepsize adaptation for deep learning"☆124Updated 6 years ago
- Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers☆98Updated 7 years ago
- Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defin…☆217Updated 7 years ago
- Bayesian Weight Uncertainty Dense Layer for Keras☆47Updated 8 years ago
- Repository of code for the experiments for the ICLR submission "An Empirical Investigation of Catastrophic Forgetting in Gradient-Based N…☆69Updated 11 years ago
- ☆135Updated 6 years ago
- Implementation of "Learning with Random Learning Rates" in PyTorch.☆102Updated 6 years ago
- Pytorch Cheatsheet☆91Updated 7 years ago
- Python library for extracting mini-batches of data from a data source for the purpose of training neural networks☆87Updated 6 years ago
- Implementation of Conditionally Shifted Neurons by Munkhdalai et al. (https://arxiv.org/pdf/1712.09926.pdf)☆28Updated 7 years ago
- Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function☆16Updated 8 years ago
- ☆62Updated 8 years ago
- TensorFlow implementation of COCOB☆95Updated 2 years ago
- Code for paper "Convergent Learning: Do different neural networks learn the same representations?"☆86Updated 9 years ago
- Videos of deep learning optimizers moving on 3D problem-landscapes☆107Updated last year
- Implementation of the SAN model for imparting gender privacy to face images☆63Updated 4 years ago
- ☆72Updated 5 years ago
- Gumbel-Softmax Variational Autoencoder with Keras☆134Updated 8 years ago
- Code for the paper Implicit Weight Uncertainty in Neural Networks☆65Updated 6 years ago
- PyTorch implementation of the NIPS'17 paper Training Deep Networks without Learning Rates Through Coin Betting.☆38Updated 7 years ago
- Tools for loading standard data sets in machine learning☆205Updated 3 years ago
- Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"☆145Updated 8 years ago
- Small Python library to automatically set CUDA_VISIBLE_DEVICES to the least loaded device on multi-GPU systems.☆111Updated 3 years ago
- A sample of the notMNIST dataset in MNIST format so you can drop new data into your existing MNIST neural nets☆76Updated 7 years ago
- boundary-seeking generative adversarial networks☆46Updated 8 years ago
- Plugging TensorBoard in an autoencoder on the MNIST dataset for demonstrating t-SNE embeddings visualization of unsupervised machine lear…☆72Updated 7 years ago
- PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation☆338Updated 4 years ago