net2net.torch
Network scaler
A tool for dynamically widening and deepening neural networks to scale their capacity
Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.
160 stars
15 watching
37 forks
Language: Lua
last commit: about 8 years ago
Linked from 1 awesome list
carpedm20/awesome-torchRelated projects:
| Repository | Description | Stars |
|---|---|---|
| soumith/imagenet-multigpu.torch | A toolkit for training neural networks on the ImageNet dataset using multiple GPUs. | 402 |
| soumith/inception.torch | A Torch implementation of a pre-trained neural network architecture used in image recognition tasks | 66 |
| soumith/torch-signal | A signal processing toolkit with support for various transforms and analysis methods. | 48 |
| soumith/dcgan.torch | A PyTorch implementation of a deep generative model that can be used to generate images from a dataset. | 1,458 |
 torch/nngraph | Graphical computation library for building neural network architectures | 299 |
| torch/nn | An open-source neural network package providing a modular framework for building and training neural networks. | 1,343 |
 jhkim89/pyramidnet | A Torch implementation of a novel neural network architecture designed to improve the generalization ability of deep image classification models. | 129 |
| soumith/torch-android | A tool to enable Android device deployment and execution of machine learning models using the Torch library. | 275 |
| soumith/cudnn.torch | Torch7 bindings for NVIDIA cuDNN, providing FFI access to its neural network acceleration features | 417 |
 swall0w/torchstat | An analyzer tool for neural networks built on PyTorch | 1,468 |
 fedor-chervinskii/segnet-torch | An implementation of Segmentation Network architecture with deconvolutional network in PyTorch for image segmentation tasks. | 6 |
 seannaren/deepspeech.torch | A speech recognition system based on the DeepSpeech2 architecture | 259 |
| soumith/zbs-torch | A lightweight Lua-based IDE with code completion, debugging, and live coding features. | 67 |
 nearai/torchfold | A PyTorch module for dynamic batching and optimized computation on deep neural networks | 221 |
 cvondrick/torch-starter | A basic package for training neural networks in Torch7, providing a simplified starting point for developers. | 56 |