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praveen686's Projects

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stock-tft icon stock-tft

Stock price prediction using a Temporal Fusion Transformer

stock-trading-bot icon stock-trading-bot

A bot that buys/sells stocks based on a given trading strategy through the use of Python automation

stock_market_live_trading_using_ai icon stock_market_live_trading_using_ai

Online trading using Artificial Intelligence Machine leaning with basic python on Indian Stock Market, trading using live bots indicator screener and back tester using rest API and websocket 😊

stock_prediction icon stock_prediction

基于η₯žη»η½‘η»œηš„ι€šη”¨θ‚‘η₯¨ι’„ζ΅‹ζ¨‘εž‹ A general stock prediction model based on neural networks

stock_predictor_app icon stock_predictor_app

Stock predictor app for NASDAQ stocks served on Streamlit. Data engineering side uses publicly available APIs to curate and form data, data science side offers a myriad of models.

stockprediction icon stockprediction

Hobby project in time series analysis with stock market data by comparing different methods for time series prediction, including ARIMA, SARIMAX, LSTM, and transformer.

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

stocks-prediction-machine-learning-realtime-tensorflow icon stocks-prediction-machine-learning-realtime-tensorflow

Predict operation stocks points (buy-sell) with past technical patterns, and powerful machine-learning libraries such as: Sklearn.RandomForest , Sklearn.GradientBoosting, XGBoost, Google TensorFlow and Google TensorFlow LSTM..Real time Twitter:

stocksight icon stocksight

Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

stockstats icon stockstats

Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.

stocky icon stocky

Library that will generate ISIN to symbol mapping from NSE, BSE, Yahoo, and Zerodha

stokastik icon stokastik

Algorithms and Codes for my machine learning blog

strategies icon strategies

quantitative trading with Javascript, Python, C++, Blockly, MyLanguage(麦语言)

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