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admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

awesome-linux-software

A list of awesome applications, software, tools and other materials for Linux distros.

binaryconnect

Training Deep Neural Networks with binary weights during propagations

book

深度学习和机器学习相关书籍（仅供非商业用途或交流学习使用）

deepcompression-caffe

Caffe for Deep Compression

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepspeechrecognition

A Chinese Deep Speech Recognition System 包括基于深度学习的声学模型和基于深度学习的语言模型

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

incremental-network-quantization

Caffe Implementation for Incremental network quantization

inq-incremental-network-quantization-towards-lossless-cnns-with-low-precision-weights

mathmodel

研究生数学建模，数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

model-compression-papers

Papers for deep neural network compression and acceleration

modelcompression

mvision

机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为检测 opencv PCL 双目视觉

mycroft-precise

A lightweight, simple-to-use, RNN wake word listener

neuralrejuvenation-cvpr19

Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization at CVPR'19

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

pytorch_workplace

Random miniprojects with pytorch.

sdr-densenet-pytorch

Stochastic Delta Rule implemented in Pytorch on DenseNet

shiyanlou

学习C & C++ & python&汇编语言 数据结构 算法 操作系统 单片机 linux 面试

sparse-structure-selection

td

Complementary code for the Targeted Dropout paper

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-cookbook

Simple Tensorflow Cookbook for easy-to-use

tensorpack

A Neural Net Training Interface on TensorFlow

ternary-weights-network

Ternay-Weights-Network/Pytorch

ternarynet

Implementation for Trained Ternary Network.