zhuikonger Goto Github PK

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zhuikonger's Projects

amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

autogluon

AutoGluon: AutoML Toolkit for Deep Learning

binaryconnect

Training Deep Neural Networks with binary weights during propagations

caffe-lily

Caffe: a fast open framework for deep learning.

calibtip

Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deeplearningwithtf2.0

Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

dqn_caffe

Yet another replication of ``Human-level control through deep reinforcement learning''.

C++ implementation of LSTM (Long Short Term Memory), in Kaldi's nnet1 framework. Used for automatic speech recognition, possibly language modeling etc, the training can be switched between CPU and GPU(CUDA). This repo is now merged into official Kaldi codebase(Karel's setup), so this repo is no longer maintained, please check out the Kaldi project instead.

model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional pruning；3、 group convolution structure；4、BN fusion for binary value of feature(A))

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)