Pinned Repositories
dfa-torch
Training neural networks with back-prop, feedback-alignment and direct feedback-alignment
Direct-Feedback-Alignment
Experiments with Direct Feedback Alignment training scheme for DNNs
gpu-dnn-install
Scripts and instructions to install CUDA, cuDNN and the most common deep learning frameworks.
octconv-pytorch
Implementation of OctConv in Pytorch (https://arxiv.org/abs/1904.05049)
newma
Implementation of NEWMA: a new method for scalable model-free online change-point detection
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
vision
Datasets, Transforms and Models specific to Computer Vision
iacolippo's Repositories
iacolippo/octconv-pytorch
Implementation of OctConv in Pytorch (https://arxiv.org/abs/1904.05049)
iacolippo/Direct-Feedback-Alignment
Experiments with Direct Feedback Alignment training scheme for DNNs
iacolippo/gpu-dnn-install
Scripts and instructions to install CUDA, cuDNN and the most common deep learning frameworks.
iacolippo/audio
simple audio I/O for pytorch
iacolippo/BinaryNet
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
iacolippo/cifar.torch
92.45% on CIFAR-10 in Torch
iacolippo/clean-code-python
:bathtub: Clean Code concepts adapted for Python
iacolippo/convnet-benchmarks
Easy benchmarking of all publicly accessible implementations of convnets
iacolippo/ConvNet-torch
Training Deep Convolutional Networks on visual classification tasks
iacolippo/Deep-Encoding
Deep Texture Encoding Network
iacolippo/dfa-torch
Training neural networks with back-prop, feedback-alignment and direct feedback-alignment
iacolippo/dni.pytorch
Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch
iacolippo/ganhacks
starter from "How to Train a GAN?" at NIPS2016
iacolippo/improved-gan
code for the paper "Improved Techniques for Training GANs"
iacolippo/jasper2
Full-featured Jekyll port of Ghost's default theme Casper v2 👻
iacolippo/jupyterlab
JupyterLab computational environment.
iacolippo/local-loss
PyTorch code for training neural networks without global back-propagation
iacolippo/Numerical-Methods-II
Notes on Molecular Dynamics numerical methods
iacolippo/PAS-IPython-notebooks
Physics, Algorithms and Statistics homeworks
iacolippo/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
iacolippo/pytorch-cheatsheet
Pytorch Cheatsheet
iacolippo/pytorch-cifar
95.16% on CIFAR10 with PyTorch
iacolippo/sequential-imagenet-dataloader
A plug-in replacement for DataLoader to load ImageNet disk-sequentially in PyTorch.
iacolippo/tensorflow-white-paper-notes
Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation
iacolippo/Torch7-profiling
State Of The Art deep neural network models
iacolippo/tutorials
iacolippo/wide-residual-networks
3.8% and 18.3% on CIFAR-10 and CIFAR-100