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awesome-deep-learning

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

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

awesome-rl

Reinforcement learning resources curated

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

cakephp_blog

cooperative-multi-agent-reinforcement-learning-for-low-level-wireless-communication

Spring 2017 Deep Reinforcement Learning Final Project

data-science--cheat-sheet

Cheat Sheets

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deeplearning

Deep Learning (Python, C, C++, Java, Scala, Go)

deeplearning_tutorials

The deeplearning algorithms implemented by tensorflow

deepnet

Implementation of some deep learning algorithms.

droo

A Deep Reinforcement Learning Approach for Online Offloading in Wireless Powered Mobile Edge Computing Networks

facenet

Face recognition using Tensorflow

framework-of-robust-transmission-design-for-irs-aided-miso-communications

Simulation code for “A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels,” by G. Zhou, C. Pan, H. Ren, K. Wang and A. Nallanathan,  IEEE Transactions on Signal Processing, vol. 68, pp. 5092-5106, 2020.

human-activity-recognition-using-cnn

CNN for Human Activity Recognition in Tensorflow

lstm-oreilly

How to build a Multilayered LSTM Network to infer Stock Market sentiment from social conversation using TensorFlow.

machine-learning-for-cyber-security

Curated list of tools and resources related to the use of machine learning for cyber security

machinelearning

POC IDS anomaly detection engine built with iPython notebook, matplotlib, pandas, numpy, scikit-learn, d3.js, hyperloglog implementation, PYCON 2013 Intro and Advanced Machine Learning Tutorial Notebooks

madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).

qfnet

《Power Allocation in Multi-cell Networks Using Deep Reinforcement Learning》论文复现

rails-pratice20160229

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-on-uavs

Realize The Automation of UAV Cluster by Reinforcement Learning Approach

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials