Deep Learning for Finance 作者:Sofien Kaabar 出版社:O'Reilly Media, Inc. 副标题:Creating Machine & Deep Learning Models for Trading in Python 出版年:2024-1 页数:350 装帧:Paperback ISBN:9781098148393 豆瓣评分 评价人数不足 评价: 写笔记
Book Description Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch us...
Deep learning for finance: deep portfolios. Applied Stochastic Models in Business and Industry. 2017 Jan 1;33(1):3-12. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2838013Heaton, J. B.; Polson, N. G.; Witte, J. H. (2016), "Deep learning for finance: deep portfolios", ...
Chapter 10 Chapter 11 Chapter 3 Chapter 7 Chapter 8 Chapter 9 Historical Data README.md master_function.py deep-learning-for-finance This is the official repository for the book "Deep Learning for Finance" Releases No releases published
Using GPUs to Accelerate Deep Learning Applying Deep Learning Neural Networks for Computer Vision, Voice Recognition, and Text Analysis Summary and Conclusion Requirements Experience with R programming General familiarity with finance concepts Basic familiarity with statistics and mathematical concepts ...
Computational intelligence in finance has been a very popular topic for both academia and financial industry in the last few decades. Numerous studies have been published resulting in various models. Meanwhile, within the Machine Learning (ML) field, Deep Learning (DL) started getting a lot of at...
标题:A Deep Learning Approach to Estimating Fill Probabilities in a Limit Order Book 链接:https://moallemi.com/ciamac/papers/deep-lob-2021.pdf 一、简介 大多数现代金融交易所使用电子限价订单簿(LOBs)作为集中式系统来交易和跟踪订单。在这种交易所中,挂单的限价订单等待与对方市场订单匹配成交。由于交易...
invariousmodels.Meanwhile,withintheMachineLearning(ML)field,DeepLearning (DL)startedgettingalotofattentionrecently,mostlyduetoitsoutperformanceoverthe classicalmodels.LotsofdifferentimplementationsofDLexisttoday,andthebroadinterest iscontinuing.FinanceisoneparticularareawhereDLmodelsstartedgettingtraction, ...
deep-finance: Deep Learning for Finance This repository is no longer updated since the interesting works in this field are rare. If you are really interested in Deep Learning & Finance, it's better to read high quality papers onTime Series Forecasting,Natural Language Processing,Graph Neural Netw...
Get a handle on how deep learning is affecting the finance industry, and identify resources to further this understanding and increase your knowledge of the various aspects.