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a-to-z-resources-for-students

Curated list of resources for college students

algorithmanddatastructure

互联网行业研发岗面试必备算法题配图解析及代码

athero-csi-tool-python-remotereceive-liveview-amplitudescaled

atheros-csi-tool

Tool for extracting CSI from off-the-shelf Commercial Atheros WiFi NIC

atheros-csi-tool-userspace-app

The user-space applications for our Atheros-CSI-Extraction-TOOL

csi-net

pytorch code of CSI-Net, including data and pre-trained models

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。

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

human-activities-gestures-recognition-using-channel-state-information-csi-of-ieee-802.11n

This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices

human-behavior-recognition-system-based-on-wifi-signal

A human behavior recognition system based on WIFI signal is proposed, which realizes on-line recognition of human basic behavior through WIFI signal.一种基于WIFI信号的人体行为识别系统，通过WIFI信号实现对人体基本行为的在线识别。

implementation-cvpr2015-cnn-for-reid

Implementation for CVPR 2015 Paper: "An Improved Deep Learning Architecture for Person Re-Identification".

indoor_localization_wifi_fingerprinting

interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

lihang-code

《统计学习方法》的代码实现

linux-80211n-csitool

802.11n CSI Tool based on iwlwifi and Linux

linux-80211n-csitool-supplementary

802.11n CSI Tool based on iwlwifi and Linux-2.6

lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo). Classifying the type of movement amongst six activity categories - Guillaume Chevalier

models

Models and examples built with TensorFlow

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

princeton-algorithms

Coursera 普林斯顿大学算法课程

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

rf-based-activity-recognition-datasets

spotfi

tensorflow

An Open Source Machine Learning Framework for Everyone

tvt2015_distributed_csi_acquisition

Simulation code for "Distributed CSI Acquisition and Coordinated Precoding for TDD Multicell MIMO Systems" (IEEE TVT 2015).

wifi_sensing_data_processing

WiFi感知相关的数据处理代码