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acat

Assistive Context-Aware Toolkit (ACAT)

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

algorithmic-machine-learning

Public course material

aloha-

This program implement the ALOHA protocol for multiple access of a channel.

alternating-minimization-algorithms-for-hybrid-precoding-in-millimeter-wave-mimo-systems

Simulation codes for "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems," by Xianghao Yu, Juei-Chin Shen, Jun Zhang, and Khaled B. Letaief, IEEE J. Sel. Topics Signal Process., to appear, 2016.

android-gradle-examples

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-python-applications

💿 Free software that works great, and also happens to be open-source Python.

awesome-python-data-science

Probably the best curated list of data science software in Python.

awesome-rl

Reinforcement learning resources curated

bachelor-thesis

Multiple Beamforming Algorithm with Constant Amplitude for Millimeter-Wave Communications

bayesian-reasoning-machine-learning

Code and notes for "Bayesian Reasoning and Machine Learning

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bf-design-with-dl

Beamforming design with deep learning.

cell-free-otfs

Cell-free Massive MIMO Meets OTFS Modulation

cellular-traffic-analysis

Analysis of real cellular traffic captured on a device

csma-cd

The project Carrier Sense Multiple Access with Collision Detection is a software implementation and show collision detection between any of the station using a common channel to send and receive data through the Data Link Layer of the Internet Model.

csma-cd-protocol-simulator

Simulates a persistent and non-persistent Carrier Sense Multiple Access/Collision Detect (CSMA/CD) protocol in computer networking, written in Python.

csma-eca-hew

Modelling of Carrier Sense Multiple Access with Enhanced Collision Avoidance for the upcoming High-Efficiency WLANs standard

csma_ca_wlan

Analyzing CSMA/CA (Carrier Sense Multiple Access with Collision Avoidance) Protocol in IEEE 802.11 WLAN protocol

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning-for-5g-networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper under review.

deep-reinforcement-learning-for-dynamic-spectrum-access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-coordinatedbeamforming

Simulation code for "Deep Learning Coordinated Beamforming for Highly-Mobile Millimeter Wave Systems" by Ahmed Alkhateeb, Sam Alex, Paul Varkey, Ying Li, Qi Qu, and Djordje Tujkovic, in IEEE Access, vol. 6, pp. 37328-37348, 2018.

deeplearning_ai

Implementations of Reinforecement learning, self-organizing-map (fraud detection) and other things

deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

designers-learn-git

为设计师而作的GitHub的快速学习教程