Market Libraries

29 Components & Libraries

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Market Libraries

Stock-Prediction-Neural-Network-and-Machine-Learning-Examples

Examples of python neural net and ML stock prediction methods with sample stock data.

Simple ML and NN methods for those looking to learn new techniques for stock prediction. These examples are meant to be easy to understand and highlight the essential components of each method. Examp…

CCXT-based cross-exchange arbitrage bot operating on CEXs, entirely written in Python. Work without any transfer between exchanges.

Message from after the video: the nb_exchanges variable in the config is now deleted, the bot automatically detects the number of exchanges you put. You can also run it with one line like this: Examp…

Instagram Reels, Youtube shorts, tiktok video maker generator and uploader with music. Creates a video with an intro and main video containing a quote nicely formatted. and uploads to the selected playform

Embark on a trading journey with this project's cutting-edge stop loss/take profit generator, fine-tuning your TradingView strategy to perfection. Harness the power of sklearn's machine learning algorithms to unlock unparalleled strategy optimization and unleash your trading potential.

This software is for educational purposes only. Do not risk money which you are afraid to lose. USE THE SOFTWARE AT YOUR OWN RISK. THE AUTHORS AND ALL AFFILIATES ASSUME NO RESPONSIBILITY FOR YOUR TRA…

customer-lifetime-prediction-using-python

What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.

We have to predict the customer's lifetime value and segment the customers based on their LTV so that we can provide this information to the marketing team for the campaign & CPA optimization. Th…

This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!

Hi everyone! This is my respository where I store all my code and research within Quantitative Finance with the programming languages: C++, R and Python. Some of the things you can find here are trad…

Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall

Financial data analytics with Python

Send Templatized Dynamic Emails Automatically

Send Templatized Dynamic Emails Automatically This is a simple program which does its work perfectly. Nothing more, nothing less Make sure you have Python installed in your system. Install all depend…

Scrape, analyze & visualize stock market data for the S&P500 using Python. Build a basic trading strategy using machine learning to assess company performance and determine buy, sell, hold. Read me & instructions available in Spanish. This is a working repo, with plans to expand the project from technical analysis to fundamental analysis.

Use Python to scrape data and join with financial data from Yahoo Finance (or another finance) API. Use data manipulation and visualization for financial and investment analysis (i.e. compare rates o…

Beginner-friendly collection of Python notebooks for various use cases of machine learning, deep learning, and analytics. For each notebook there is a separate tutorial on the relataly.com blog.

Collection of Python notebooks for various machine learning, deep learning and analytics use cases Welcome to the GitHub tutorial directory of the relataly.com blog on business use cases with python …

Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)

I am working on command line argument version where you will be able to download selected stocks with this snippet too. This script can run on multiple Operating Systems. Follow the instructions ment…

A simple Python API for Investopedia's stock simulator games. This programmatically logs into Investopedia and can retrieve portfolio summary, get stock quotes & option chain lookups, execute trades - buy & sell shares, puts, calls, sell short, etc.

A simple Python API for Investopedia's stock simulator games. Currently you can: Todo: Simply pass a dict to InvetopediaAPI constructor with a username and password. Python 3.6.7. I just use a virtu…

CSGO Trader Browser Extension to help with CS:GO item trading, marketing and much more

CSGO Trader is a browser extension for Chrome and Firefox that is designed to help with CS:GO trading. I started by adding functionality that Steam Inventory Helper lacked, but it already has SIH's m…

Autonomous stocks trading script

This is an attempt to create an autonomous market trading script using the IG REST API and any other available data source for market prices. TradingBot is meant to be a "forever running" process tha…

Self-hosted email marketing solution

Self-hosted email marketing solution. Compatible with any SMTP email service. One-click deploy to Heroku: If you want to have a quick look or just run the project locally, you can get started by eith…

python-for-data-and-media-communication-gitbook

An open source book on Python tailed for communication students with zero background

This is an open source text book for communication students to learn Python and data skills. No prerequisites, like prior programming or technology experience, are required. However, expect intensive…

crypto currency library for trading & market making bots, account management, and data analysis

A collection of utilities for working with cryptocurrency APIs. Goal: Painless automated spread and target trading, account management, and data analysis. Accessing Coinbase to view accounts: Accessi…

A handy tool for screening stocks based on certain criteria from several markets around the world. The list can then be delivered to your email address (one-off or regularly via crontab).

Therefore, I created this module to support my own investment activity. What it does: Tested with, and assumes you already have at your disposal: Install git Copy the repository on your computer and …

API for predicting the next Bitcoin and Ethereum with machine learning and technical analysis

Speculator is an API for predicting the price trend of cryptocurrencies like Bitcoin and Ethereum. Normal markets will also be added in future updates. Start the Flask app then make requests: Make su…

Collecting product information from Dutch supermarkets: Albert Heijn and Jumbo using the Mobile API

Collecting product information from Dutch supermarkets: Albert Heijn and Jumbo Install the Pip package Import the jumbo connector and search for a product You can also get the different product-categ…

Simple Python client for Barchart OnDemand REST APIs

Get access to market data and the OnDemand APIs in just a few lines of code.

Python bot to trade on Kraken via Telegram

In the following list you will find detailed information about all the files that the project consists of - and if they are necessary to run the bot or not. These are the files that are important to …

A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges

A JavaScript / Python / PHP / C# library for cryptocurrency trading and e-commerce with support for many bitcoin/ether/altcoin exchange markets and merchant APIs. Current feature list: The CCXT libr…

advertools - online marketing productivity and analysis tools

You might be doing basic stuff, like copying and pasting text on spread sheets, you might be running large scale automated platforms with sophisticated algorithms, or somewhere in between. In any cas…

Social media research and promotion, semi-autonomous CLI bot

A python command-line (CLI) bot for automating research and promotion on popular social media platforms (reddit, twitter, facebook, [TODO: instagram]). With a single command, scrape social media site…

SGX-Full-OrderBook-Tick-Data-Trading-Strategy

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Framework to capture the dynamics of high-frequency limit order books. In this project I used machine learning methods to capture the high-frequency limit order book dynamics and simple trading strat…