此部分将主要基于one-hot编码与Embedding两种方案进行Kaggle NIFTY-50 Stock Market Data(2000-2020)示例实战。由于量化投资与机器学习已经很好的基于tensordlow对于Embedding进行了示例,因此这里不做过多的展开,仅进行列示,附录进行了链接的展示。 3.1 tensordlow+emdeding 原文中进行了emdeding层的数据展示与分析,因此...
原文档可以看这里:Stock Market Analysis + Prediction using LSTM | Kaggle In this notebook, we will discover and explore data from the stock market, particularly some technology stocks (Apple, Amazon, Google, and Microsoft). We will learn how to use yfinance to get stock information, and visual...
S&P 500 stock data is a stock dataset available on the data competition platform, Kaggle. The dataset, sourced from Standard & Poor's, a renowned financial services company, provides information about the S&P 500 index, an essential indicator of the US stock market performance.The S&...
To all kagglers: Please upvote this dataset if you like this idea for market prediction. If you think you coded an amazing trading algorithm, friendly advice do play safe with your own money :) ++++++++++++++++++++ Feel free to contact me if there...
Stock market prediction: predicting the Dow Jones Industrial Average A first try A first try of predicting the stock market was done by predicting the Dow Jones Industrial Average (DJIA) with a top 25 of news headlines extracted from Reddit. Data was provided through Kaggle (https://www.kaggl...
Forecasting stock market pricing is essential in the current marketplace. As a result, academics' interest in innovative ways to forecast the stock exchange has surged. Throughout this investigation, previous studies had insufficient knowledge, such as sociological climate. In this research, we are ...
Google Stock Market Price Prediction using Reinforcement Learning Technique The financial market has become an essential market in today's economy. It is a market where different commodities are being exchange or sold at a certain price, though prices of commodities in the stock market are not stab...
We extended the dataset by adding tweets from 2011 till 2020 found on Kaggle. All replies were excluded, so only 4,629 tweets were included for analysis. During analysis we revealed that Elon Musk posted significantly more tweets since 2018. "Tesla" was the most commonly tweeted word, ...
OpenfloatThe price when market just opened HighfloatThe highest price in the day LowfloatThe lowest price in the day ClosefloatThe price when market is closed VolumeintThe trading volume of the market Source files link:https://www.kaggle.com/gunhee/amdgoogle ...
Explore and run machine learning code with Kaggle Notebooks | Using data from Banking Stocks Dataset - 2012 to 2022