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【matlab】 Q-Learning-Algorithm-Implementation DL : 0: This Q-Learning code for MATLAB has been written by Ioannis Makris and Andrew Chalikiopoulos. It trains an agent to find the shortest way through a 25x25 maze. Following convergence of the algorithm, MATLAB will print out the shortest path to the goal and will also create three graphs to measure the performance of the agent.
Update : 2024-05-06 Size : 18432 Publisher : YH.HO
【AI-NN-PR】 Machine learning A Probabilistic Perspective DL : 0: 经典教学书籍<Machine learning A Probabilistic Perspective>(book <Machine learning A Probabilistic Perspective>)
Update : 2024-05-06 Size : 23770112 Publisher : Adapple
【matlab】 Machine Learning with TensorFlow DL : 0: 机器学习人工智能决策树随机森林机器学习人工智能决策树随机森林(machine learning tensor flow intelligent artifish)
Update : 2024-05-06 Size : 4900864 Publisher : wecol
【AI-NN-PR】 Deep Learning Based Communication Over the Air DL : 0: 通信系统的端到端学习是a 引人入胜的新颖概念迄今为止仅被验证模拟基于块的传输。它允许学习发射机和接收机实现为深度神经网络（NN），它们针对任意可区分的端到端进行了优化 performancemetric，例如块错误率（BLER）。在本文中，我们证明无线传输是可能的：我们建造，训练，并运行完整的通讯系统的神经网络使用非同步的现成软件定义无线电和开源深度学习软件库。(End-to-end learning of communications systems is a fascinating novel concept that has so far only been validated by simulations for block-based transmissions. It allows learning of transmitter and receiver implementations as deep neural networks (NNs) that are optimized for an arbitrary differentiable end-to-end performancemetric, block error rate (BLER). In this paper, we demonstrate that over-the-air transmissions are possible:We build, train, and run a complete communications system solely composed of NNs using unsynchronized off-the-shelf software-defined radios and open-source deep learning software libraries.)
Update : 2024-05-06 Size : 665600 Publisher : 哈互惠哈
【matlab】 stanford-deep-learning-matlab-code DL : 0: Stanford 大学的深度学习源代码，可用于模式识别和预测，比较稳定。(Stanford University's deep learning source code can be used for pattern recognition and prediction, and is relatively stable.)
Update : 2024-05-06 Size : 35840 Publisher : 心路历程
【Mathimatics-Numerical algorithms】 TensorFlow Machine Learning Cookbook DL : 0: 机器学习入门平台，谷歌公司的机器学习平台说明，对机器学习初学者比较实用(Machine learning platform, Google Corporation's machine learning platform description, for machine learning beginners more practical.)
Update : 2024-05-06 Size : 3742720 Publisher : yalingyang
【Other】 Python Machine Learning DL : 0: MATLAB Machine Learning
Update : 2024-05-06 Size : 9617408 Publisher : DaShuiBiao
【AI-NN-PR】 Deep Learning with Python DL : 0: 本书由Keras之父、现任Google人工智能研究员的弗朗索瓦?肖莱（Fran?ois Chollet）执笔，详尽介绍了用Python和Keras进行深度学习的探索实践，涉及计算机视觉、自然语言处理、生成式模型等应用。书中包含30多个代码示例，步骤讲解详细透彻。由于本书立足于人工智能的可达性和大众化，读者无须具备机器学习相关背景知识即可展开阅读。在学习完本书后，读者将具备搭建自己的深度学习环境、建立图像识别模型、生成图像和文字等能力。(Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library.)
Update : 2024-05-06 Size : 7308288 Publisher : mouth
【simulation modeling】 ICEM learning geometry files DL : 0: 简单的ICEM CFD算例，入门者必学，配套书籍为ANSYS ICEM CFD 基础教程与实例详解(simple ICEM CFD learning examples)
Update : 2024-05-06 Size : 1234944 Publisher : yaoxujing
【Mathimatics-Numerical algorithms】 Andrew Ng machine-learning-ex4 DL : 0: 吴恩达机器学习课程源码，第4个练习作业代码(Andrew machine learning course source code, the fourth practice code)
Update : 2024-05-06 Size : 14346240 Publisher : 张杰x
【Other】 Neural-Networks-and-Deep-Learning-A-Textbook DL : 0: Charu C. Aggarwal Neural Networks and Deep Learning
Update : 2024-05-06 Size : 7861248 Publisher : OnlyEpisode
【Books】 Deep Learning in Python Master DL : 0: 通过Python，Theano和Tensorflow，掌握数据科学和机器学习(Master Data Science and Machine Learning with Modern Neural Networks written in Python, Theano, and TensorFlow)
Update : 2024-05-06 Size : 418816 Publisher : 木杉MS
【Books】 TensorFlow Machine learning Cookbook DL : 0: 利用最新的计算库tensorflow来探索机器学习，本书为您提供综合帮助(Explore machine learning concepts using the latest numerical computing library -TensorFlow - with the help of this comprehensive cookbook)
Update : 2024-05-06 Size : 3790848 Publisher : 木杉MS
【matlab】 q-learning DL : 1: 在动态环境中使用Q学习优化算法进行优化，仿真软件为Matlab(Q-learning optimization algorithm is used to optimize in dynamic environment. The simulation software is MATLAB)
Update : 2024-05-06 Size : 24576 Publisher : pedubdvnmy
【Documents】 Reinforcement Learning：An Introduction DL : 0: 在这本书中，我们探索了一种从交互中学习的计算方法。我们不直接对人或动物如何学习进行理论分析，而是探索理想化的学习情境，评估各种学习方法的效率。也就是说，我们采用人工智能研究人员或工程师的角度。我们探索去设计在这些方面上格外有效率的机器，他能够解决科学或经济学领域的问题。通过数据分析和计算实验来评估这些设计。我们将这种方法称为强化学习，更侧重于目标导向的交互学习，而不是其他方法。(In this book, we explored a computational method of learning from interaction. We do not directly analyze how people or animals learn, but explore idealized learning situations and evaluate the efficiency of various learning methods. That is to say, we adopt the angle of artificial intelligence researchers or engineers. We are exploring ways to design machines that are exceptionally efficient in these areas and that can solve problems in science or economics. These designs are evaluated through data analysis and computational experiments. We call this method reinforcement learning, which focuses more on goal-oriented interactive learning than other methods.)
Update : 2024-05-06 Size : 8673280 Publisher : Gjessing
【AI-NN-PR】伯克利大学机器学习(Practical Machine Learning) DL : 0: 伯克利大学机器学习相关资料，教程，论文，等(Berkeley University Machine Learning related Materials, courses, papers, etc.)
Update : 2024-05-06 Size : 37493760 Publisher : xhdbuaa
【AI-NN-PR】 2016-deep learning DL : 0: deep learning英文电子版pdf，深度学习不错的书籍(Deep learning English electronic PDF, good books for deep learning)
Update : 2020-05-22 Size : 28785664 Publisher : 爱你的喜爱
【Mathimatics-Numerical algorithms】 Machine Learning DL : 0: 吴恩达新新书-Machine Learning Yearing-完整中文版-机器学习训练秘籍）(Wu Enda's New Book - Machine Learning Yearing - Complete Chinese Version - Machine Learning Training Secret Book))
Update : 2024-05-06 Size : 5442560 Publisher : 学易的飞
【AI-NN-PR】 Deep-Learning-in-Python-master DL : 0: 用于深度学习循环神经网络等，方法是分类与回归(Classification and regression of deep learning)
Update : 2024-05-06 Size : 1030144 Publisher : chris_ke
【Documents】 Machine Learning in Action DL : 0: The book 'Machine Learning in Action'
Update : 2024-05-06 Size : 8607744 Publisher : zhengyi01

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