Time Series and Stock Data Prediction
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Python Source Code
Machine Learning Stock Prediction with LSTM and Keras -
Notes –
Machine Learning Stock Prediction with LSTM and Keras - Time Series Prediction with LSTM and Keras for Multiple Steps Ahead
- Prediction Data Stock Prices with Prophet
- Time Series Analysis with Python and Prophet
- Time Series Prediction with Convolutional Neural Networks and Keras
- Forecasting Time Series Data with Convolutional Neural Networks
- Calculating Indicators for Stock Data Forecasting
- Input for Stock Data Prediction Algorithms
- Adding Stock Market Data to a Google Spreadsheet with a Perl Script
- Downloading Stock Market Data to a Google Spreadsheet with a Perl Script
- Bollinger Bands
Classification
- Regression and Classification Decision Trees – Building with Python and Running Decision Trees
- Converting Categorical Text Variable into Binary Variables
- Building Decision Trees in Python – Handling Categorical Data
- Building Decision Trees in Python
- Iris Data Set – Normalized Data
- Iris Plant Classification Using Neural Network – Online Experiments with Normalization and Other Parameters
- Random Forest Classifier with Python
Data Visualization
- Data Visualization of Word Correlations with NetworkX
- 3 Most Useful Examples to Add Interactivity to Graph Data Using Bokeh Library
- Data Visualization – Visualizing an LDA Model using Python
- Getting WordNet Information and Building Graph with Python and NetworkX
- Using Python for Data Visualization of Clustering Results
- Making Tree Map Chart
- Charting with HTML5
- Tag Cloud with Perl Script
Machine Learning for Blog Data Analytics
- Getting Data-Driven Insights from Blog Data Analysis with Feature Selection
- Application for Machine Learning for Analyzing Blog Text and Google Analytics Data
- Extracting Google AdSense and Google Analytics Data for Website Analytics
- Topic Extraction from Blog Posts with LSI , LDA and Python
- Retrieving Post Data Using the WordPress API with Python Script
- Latent Dirichlet Allocation (LDA) with Python Script
API for Getting Images, Data for Machine Learning and/or Websites
- Image Processing Using Pixabay API and Python
- How to Write to a Google Sheet with a Python Script
- Useful APIs for Your Web Site
- Quotes API for Web Designers and Developers
- Getting Data From Wikipedia Using Python
- Getting the Data from the Web using PHP or Python for API
- Getting Data from the Web with Perl and The Guardian API
- Getting Data from the Web with Perl and Faroo API
- Data Mining Twitter Data with Python
- Retrieving Emails from POP3 Server Using Python Script
- Web API to Save to Pocket App and Instapaper App from Using Web API with Python
Clustering
- Algorithms, Metrics and Online Tool for Clustering
- Clustering tweets –
Using Python for Mining Data From Twitter - PSO for clustering (text data) –
Bio-Inspired Optimization for Text Mining-4 - PSO for clustering (numeric data) –
Bio-Inspired Optimization for Text Mining-3 - PSO for clustering (numeric data) –
Bio-Inspired Optimization for Text Mining-2 - PSO for clustering –
Bio-Inspired Optimization for Text Mining-1