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Search results for python stock price prediction

stock-price-prediction x

83 search results found

Aialpha ⭐ 1,618

Use unsupervised and supervised learning to predict stocks

Stocksight ⭐ 1,557

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

Stock Rnn ⭐ 1,339

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Personae ⭐ 1,034

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Deepdow ⭐ 790

Portfolio optimization with deep learning.

Introneuralnetworks ⭐ 691

Introducing neural networks to predict stock prices

Sentiment Analysis In Event Driven Stock Price Movement Prediction ⭐ 462

Use NLP to predict stock price movement associated with news

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

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

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

Stock Prediction Neural Network And Machine Learning Examples ⭐ 246

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

Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step time series forecasting strategy.

Stocks Pattern Analyzer ⭐ 184

This tool should help discover different patterns based on similarity measures in historical (financial) data

Stock Market Analysis And Prediction ⭐ 176

Stock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.

Fin Maestro Web ⭐ 168

Find your trading, investing edge using the most advanced web app for technical and fundamental research combined with real time sentiment analysis.

Stock Analysis ⭐ 154

Simple to use interfaces for basic technical analysis of stocks.

Fully Automated IG Trading

Relataly Public Python Tutorials ⭐ 109

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.

Pythonforfinancialanalysis ⭐ 96

Learn backtesting with Python and Pandas.

Sci Pype ⭐ 96

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

Stock_prediction ⭐ 77

基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks

Twitter Stock Recommendation ⭐ 76

Simple Stock Investment Recommendation System based on Machine-Learning algorithms for prediction and Twitter Sentiment Analysis.

Automatic trading bot (WIP)

Gaussianprocesses ⭐ 47

Python3 project applying Gaussian process regression for forecasting stock trends

Stockforecast ⭐ 42

🎯 predict the price trend of individual stocks using deep learning and natural language processing

Recurrent Neural Network Pricing Model ⭐ 42

Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. (Includes: Data, Case Study Paper, Code)

Stock Price Prediction Using Knn Algorithm ⭐ 40

Basic Stock Price Prediction Using KNN Algorithm. #Python

Automatic Stock Trading ⭐ 39

Trading Algorithm by XGBoost

Stock Market Prediction Using Neural Network Models (Backpropagation, RNN LSTM, RBF) using keras with Tensorflow backend

Stock Market Prediction Via Google Trends ⭐ 38

Attempt to predict future stock prices based on Google Trends data.

Stock Prediction System Application ⭐ 30

Stock Prediction System is a ML based website designed using Django's Framework and CSS's BootStrap Framework

Stocktwits Sentiment ⭐ 28

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

Stock market prediction using Keras

Investment Portfolio Optim ⭐ 27

An investment portfolio of stocks is created using Long Short-Term Memory (LSTM) stock price prediction and optimized weights. The performance of this portfolio is better compared to an equally weighted portfolio and a market capitalization-weighted portfolio.

A framework for forecasting stock prices with emphasis on Machine Learning best practices.

LOBCAST is a Python-based open-source framework for stock market trend forecasting using Limit Order Book (LOB) data. 🤖📈

A Python Module That Uses ANN To Predict A Stocks Price And Also Provides Accurate Technical Analysis With Many High Potential Implementations!

Paper Implementation Dstp Rnn For Stock Prediction Based On Da Rnn ⭐ 24

基於DA-RNN之DSTP-RNN論文試做(Ver1.0)

Stockdataprocessing ⭐ 24

Stock data analysis

Trading_pal Main ⭐ 23

Trading Pal is a innovative ai trading assistant developed by ProfitWave Trading Co. using advanced natural language processing technology, specifically GPT-3 and GPT-4 by OpenAI. It is designed for automated trading in the Forex, crypto, stock market, metals, and more.

Alpharithmic Trading ⭐ 23

Backtest your trading strategy at a click of a button! How much alpha can you generate?

Stock Predictor V4 ⭐ 21

A reinforcement learning model specialized in stock prediction utilizing deep learning techniques, incorporating reward mechanisms, compatible with any machine equipped with Python.

Mlp_stock ⭐ 21

Stock price prediction using ensemble MLP in PyTorch.

Stock Option Analytics ⭐ 21

Stocks and options picking. Tries to contain predictive analytics, recommendations, and calculators.

Tradetheevent ⭐ 20

Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

Stock Market Probabilities Deep Learning ⭐ 20

Tries to predict if a stock will rise or fall with a certain percentage through giving probabilities of what events it thinks will happen.

Bp_finance ⭐ 19

基于BP神经网络的高频金融时间序列分析 (毕设)

🤖 Predict the stock market with AI 用AI预测股票市场

Ai Investibot ⭐ 18

Innovative, high quality stock bot

Events Embedding And Stock Price Prediction ⭐ 18

Implementation of Events Embedding Network by Ding et a 2015 https://www.ijcai.org/Proceedings/15/Papers/329.pd

Stock Price Prediction With Indicators ⭐ 17

The prediction is based on a recurrent neural network. The list of features includes MACD, Stochastic Oscillator, ATR, RSI etc.

Forecast Of Time Series With Stock Data ⭐ 16

Comparative Analysis of Techniques for Forecasting Time Series in Financial Markets

Stock Market Predictor ⭐ 16

Stock Market Predictor with LSTM network. Web scraping and analyzing tools (ohlc, mean)

💰 Interactive dashboard for Stock Market Investments

Deepdaytrade ⭐ 13

Stock Price Predictor

Stockpredictionwithsentiment ⭐ 12

This repository delineates the affect of social perception on the stock price of a company

Optimizing Stock Trading Strategy With Reinforcement Learning ⭐ 11

This project is a part of my Data Science Internship at Technocolabs Softwares.

Stock Prediction ⭐ 11

💰 股票预测 / 量化交易比赛

Recurrent_neural_net_meetup ⭐ 10

A tool for developing reinforcement learning algorithms focused in stock prediction

Stock Prediction Rnn ⭐ 10

Stock Price prediction for Yahoo Inc. using GRU (Gated Recurrant Units) in Keras. Predicting closing price for Yahoo stocks

Reliance Stock Price Prediction Lstm ⭐ 9

Implemented LSTM model to predict Reliance stock prices, achieving accurate forecasts for 10 days.

Simple Stocks Deep Learning ⭐ 9

Use deep learning to predict future stock prices

A Python module for market simulation

Algorithm Trading And Stock Prediction Using Machine Learning ⭐ 8

ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING

Event Embedding Stock Prediction ⭐ 8

Model news data in short, medium and long term for stock price trend prediction

Machine Learning for Trading

Stock Price Predictor ⭐ 7

🤖 Predicting the stock price with LSTM (Deep Learning)

Financial_feature_engineering_cross_sample ⭐ 7

【Framework】Let the neural network 'freely' learn the relationship between different stocks. An intuitive example in quantitative finance, tensorflow 1.3.0.

FinABSA is a T5-Large model trained for Aspect-Based Sentiment Analysis specifically for financial domains.

Price Prediction ⭐ 7

Predicting different market prices using Deep Learning and Recurrent Neural Networks

Rnn Based Stock Price Prediction Using Lstm ⭐ 7

This repository will consist of a Long Short-Term Memory implementation of a Recurrent Neural Network used to predict the stock prices of Google Stocks for the next working day based on their past few days opening price trends.

Tesla Stock Price Pred ⭐ 6

Tesla’s stock price is predicted over some months using an LSTM model. Tweets about Tesla are used to improve prediction accuracy.

Stock_market_forecast ⭐ 6

Using machine learning to forcast the stock market

Stock Price Specific Lstm ⭐ 6

This is a basic LSTM application on stock (securities) market. The project uses Keras+ Tensorflow.

A webapp to predict financial prices

Stock Market Prediction ⭐ 6

An attempt to predict the Stock Market Price using Long Short Term memory and plot its chart. By tweaking different hyper parameters, we get different trained models. The aim of this project is to identify the relation hidden in these hyper parameters.

Stockprediction ⭐ 6

An attempt to use financial news to predict stock market

Smart Trader ⭐ 6

ST system gives stock price prediction based on results from a training phase, it searches through a large space of models and hyper-parameters, and present testing and validation results for any user selected symbol.

Pred_finance ⭐ 6

stock price prediction using machine learning

Sp500 Forecaster ⭐ 5

Predict stock trends using visual time windows

Pystockai ⭐ 5

Personal project for learning python scripting

Realstonks ⭐ 5

A REST API that scrapes NASDAQ to provide you with real-time stock prices, to be used for time-series analysis.

Omicron是Zillionare公共内核库。通过Omicron来访问行情数据、证券列表、时间计算

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