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stock-price-prediction
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Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
Use unsupervised and supervised learning to predict stocks
Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.
Strategies to Gekko trading bot with backtests results and some useful tools.
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
Stock Trading Bot using Deep Q-Learning
Portfolio optimization with deep learning.
Use NLP to predict stock price movement associated with news
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
Courses, Articles and many more which can help beginners or professionals.
Introducing neural networks to predict stock prices
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).
Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.
Programs for stock prediction and evaluation
Simple to use interfaces for basic technical analysis of stocks.
Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, IJCAI, ACL, EMNLP.
Stock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.