Ranlot / spiralNet
Looking at the manifold hypothesis in deep learning. Creating a simple spiral dataset allows me to reveal how neural networks follow an optimal packing strategy during their training.
☆22Updated 2 years ago
Alternatives and similar repositories for spiralNet:
Users that are interested in spiralNet are comparing it to the libraries listed below
- [NeurIPS'19] [PyTorch] Adaptive Regularization in NN☆67Updated 5 years ago
- The Deep Weight Prior, ICLR 2019☆44Updated 3 years ago
- The Singular Values of Convolutional Layers☆71Updated 6 years ago
- Pretrained TorchVision models on CIFAR10 dataset (with weights)☆24Updated 4 years ago
- PyTorch model training and layer saturation monitor☆80Updated last year
- A lightweight library for tensorflow 2.0☆66Updated 5 years ago
- ☆32Updated 6 years ago
- This repository is created to show the Neural Arithmetic Logic Unit implementation in python using Tensorflow. The code in this repo comp…☆43Updated 6 years ago
- Pytorch implementation of 'Semi-Implicit Methods for Deep Neural Networks'☆24Updated 5 years ago
- Reference implementation of the PAL optimizer☆20Updated 4 years ago
- ☆45Updated 5 years ago
- Several implementations of the kernel-based activation functions☆61Updated 5 years ago
- A discrete sequential VAE☆38Updated 4 years ago
- ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.☆22Updated 6 months ago
- Code to accompany the paper Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning☆33Updated 4 years ago
- In this paper, we show that the performance of a learnt generative model is closely related to the model's ability to accurately represen…☆41Updated 3 years ago
- Python code to directly compute persistence images (PIs) from data (time-series or images) using deep learning.☆26Updated 5 months ago
- Source code for ICLR 2020 paper: "Learning to Guide Random Search"☆39Updated 4 months ago
- ☆26Updated 5 years ago
- Code for "Aggregated Momentum: Stability Through Passive Damping", Lucas et al. 2018☆34Updated 6 years ago
- PyTorch Implementation of CVPR'19 - On the Intrinsic Dimensionality of Image Representation☆22Updated 5 years ago
- ☆25Updated 2 years ago
- ☆61Updated last year
- Analysis, summaries, cheatsheets about relevant papers☆21Updated 4 years ago
- Deprecated repository for "Deep Learning with Topological Signatures"☆36Updated 4 years ago
- Implementation of the Sliced Wasserstein Autoencoders☆91Updated 6 years ago
- Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern R…☆52Updated 4 years ago
- Odds and Ends and Things I've implemented.☆78Updated 6 years ago
- A regular Tiramisu network for PyTorch with a LOT of extra features!☆42Updated 3 years ago
- Tensorflow implementation of preconditioned stochastic gradient descent☆34Updated last year