Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasy…
#
pruning
Repositories 63
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Python
Updated Dec 2, 2018
Pruning and other network surgery for trained Keras models.
Python
Updated Jan 24, 2019
Caffe for Sparse Convolutional Neural Network
C++
Updated Apr 2, 2018
Observations and notes to understand the workings of neural network models and other thought experiments using Tensor…
neural-network
pruning
optimal-brain-damage
generative-adversarial-network
generative-model
uncertainty-neural-networks
Jupyter Notebook
Updated Nov 12, 2017
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
Python
Updated Dec 10, 2018
yolov3 network slimming剪枝的一种实现
Python
Updated Dec 13, 2018
I demonstrate how to compress a neural network using pruning in tensorflow.
Python
Updated Aug 2, 2017
Prunable nn layers for pytorch.
Python
Updated Aug 3, 2018
Remove/Backup – settings & cli for macOS (OS X) – DataGrip, AppCode, CLion, Gogland, IntelliJ, PhpStorm, PyCharm, Rid…
macos
macosx
jetbrains
pruning
cleaner
cleanup
backup
script
datagrid
appcode
clion
gogland
intellij
phpstorm
pycharm
rider
rubymine
webstorm
osx
Shell
Updated Nov 16, 2018
Infrastructures™ for Machine Learning Training/Inference in Production.
artificial-intelligence
machine-learning
deep-learning
machine-learning-systems
awesome-list
deep-learning-framework
kubernetes
apache-spark
apache-arrow
apache-mesos
pruning
quantization
knowledge-distillation
model-compression
federated-learning
Updated Feb 6, 2019
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/ab…
Python
Updated Nov 14, 2018
Python
Updated Feb 28, 2019
A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)
Python
Updated Dec 27, 2018
model-compression-and-acceleration-4-DNN
Updated Nov 29, 2018
Fast Time Machine-like backups for logical volumes
Attempting feature map prunning on a CNN trained for Japanese OCR
Python
Updated Jan 30, 2018
Awesome machine learning model compression research papers, tools, and learning material.
Updated Dec 6, 2018
Python
Updated May 27, 2018
Keras model convolutional filter pruning package
keras
tensorflow
pruning
network
deep-learning
machine-learning
keras-layer
filter-pruning
python
python3
Python
Updated Feb 16, 2019
the GHOST protocol implementation on solidity.
Solidity
Updated Mar 13, 2019
A BASH script to clean up my local repo BECAUSE I HATE UNUSED BRANCHES
Shell
Updated Jan 7, 2019
2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for furthe…
Python
Updated May 31, 2018
TensorFlow implementation of weight and unit pruning and sparsification
Jupyter Notebook
Updated Nov 14, 2018
Pytorch implementation of Deep Compression in CIFAR10
Python
Updated Oct 5, 2018
PyTorch and Keras model training and layer saturation monitor
pytorch
model-training
training-monitor
keras-visualization
layer-saturation
pruning
visualization
neural-dynamics
Python
Updated Mar 13, 2019
Logging Library for C++ 11, C# and Java on GNU/Linux, Windows, macOS, Android with Automatic Pruning of Log Statements
C#
Updated Mar 16, 2019
Modular framework for cut pruning algorithms
Julia
Updated Oct 11, 2018
ai
minmax-algorithm
alpha-beta-pruning
pruning
minmax
cpp
bitwise-operators
42
42born2code
multithreading
sdl2-image
sdl2
C++
Updated Apr 30, 2018
Cost-complexity pruning of random forests
Python
Updated Sep 20, 2017