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Projects in Awesome Lists tagged with stock-price-prediction

A curated list of projects in awesome lists tagged with stock-price-prediction .

https://github.com/lilianweng/stock-rnn

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

embeddings lstm rnn-tensorflow stock-price-prediction

Last synced: 21 Dec 2024

https://github.com/Ceruleanacg/Personae

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

paper reinforcement-learning stock stock-data stock-price-prediction supervised-learning time-series-prediction trading

Last synced: 29 Oct 2024

https://github.com/philipxjm/Deep-Convolution-Stock-Technical-Analysis

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

convolutional-neural-networks neural-network stock-market stock-price-prediction technical-analysis

Last synced: 07 Nov 2024

https://github.com/The-FinAI/PIXIU

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).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 24 Oct 2024

https://github.com/the-finai/pixiu

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).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 09 Nov 2024

https://github.com/chancefocus/PIXIU

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).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 27 Nov 2024

https://github.com/chancefocus/pixiu

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).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 13 Dec 2024

https://github.com/nityansuman/warren

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.

fbprophet final-year-project flask forecasting-model neural-networks predict-stock-prices python series-forecasting stock-market-prediction stock-price-prediction yahoo-finance

Last synced: 17 Dec 2024

https://github.com/26hzhang/stockprediction

Plain Stock Close-Price Prediction via Graves LSTM RNNs

deeplearning4j java lstm recurrent-neural-networks spark-dataframes stock-price-prediction

Last synced: 19 Dec 2024

https://github.com/alvarobartt/twitter-stock-recommendation

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

investment-analysis machine-learning python stock-prediction stock-price-prediction twitter-sentiment-analysis

Last synced: 14 Oct 2024

https://github.com/jay-johnson/sci-pype

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.

data-science devops-for-data-science docker docker-compose ipython ipython-notebook jupyter jupyter-notebook jupyter-themes machine-learning machine-learning-api predictive python red10 redis s3 seaborn stock-price-prediction xgb xgboost

Last synced: 11 Oct 2024

https://github.com/makaveli10/stockprediction_transformer

Intra day Stock Prediction 10 minutes into the future

intraday-stock-trading nlp stock-price-prediction transformer

Last synced: 27 Oct 2024

https://github.com/devfinwiz/fin-maestro-kin

Seamless Finance: Docker-Deployed APIs for Smart Investments. [WORK IN PROGRESS]

algorithmic-trading backtesting docker fastapi finance-api python-3 stock-analysis stock-market stock-price-prediction

Last synced: 21 Dec 2024

https://github.com/kumar-laxmi/stock-prediction-system-application

Stock Prediction System is a ML based website designed using Django's Framework and CSS's BootStrap Framework (NOTE: ALL THE DEPLOYMENTS ARE CURRENTLY DOWN)

bootstrap django-framework machine-learning prediction python stock-market stock-market-prediction stock-prediction stock-price-prediction stock-price-predictions

Last synced: 11 Oct 2024

https://github.com/kkoooqq/ml-stock-prediction-models

使用机器学习进行股票预测并指导短线(预测未来3日股价)交易。

lightgbm machine-learning stock-prediction stock-price-prediction

Last synced: 27 Oct 2024

https://github.com/lucko515/tesla-stocks-prediction

The implementation of LSTM in TensorFlow used for the stock prediction.

deep-learning lstm-neural-networks machine-learning rnn-tensorflow stock-price-prediction tensorflow

Last synced: 08 Nov 2024

https://github.com/mohabmes/stocknn

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

keras neural-network stock-price-prediction

Last synced: 28 Oct 2024

https://github.com/tatevkaren/recurrent-neural-network-pricing-model

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)

bitcoin bitcoin-price case-study-paper deep-learning google google-stock-prices keras lstm machine-learning pandas price-prediction recurrent-neural-networks rnn-model scikit-learn stock-price-prediction stock-prices tensorflow

Last synced: 07 Dec 2024

https://github.com/RajdeepKonwar/stockast

Predict stock market pricing over 180 minutes using Black-Scholes stochastic modeling and parallel Monte-Carlo simulations.

black-scholes c-plus-plus monte-carlo-simulation openmp parallel prediction-model predictive-analytics predictive-modeling stock-data stock-market stock-prediction stock-price-prediction stock-prices thread

Last synced: 01 Nov 2024

https://github.com/tejaslinge/Stock-Price-Prediction-using-LSTM-and-Technical-Indicators

In this Jupyter Notebook, I've used LSTM RNN with Technical Indicators namely Simple Moving Average (SMA), Exponential Moving Average (EMA), Moving Average Convergence Divergence (MACD), and Bollinger Bands to predict the price of Bank Nifty.

lstm-neural-networks stock-price-prediction technical-analysis

Last synced: 01 Nov 2024

https://github.com/gregyjames/capm

Capital Asset Pricing Model implementation in python to analyze stock risk and return.

finance python stock stock-analysis stock-data stock-market stock-prediction stock-price-prediction stocks

Last synced: 10 Nov 2024

https://github.com/mltrev23/snp500_stock_prediction

S&P 500 stock price prediction using Transformer model

ai lstm modeling snp stock-price-prediction transformer

Last synced: 05 Nov 2024

https://github.com/hfrost0/tgc_torch

A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"

implementation pytorch stock-price-prediction

Last synced: 14 Nov 2024

https://github.com/ashishpatel26/nyse-stock_market-analysis-using-lstm

Stock market data can be interesting to analyze and as a further incentive, strong predictive models can have large financial payoff. The amount of financial data on the web is seemingly endless. A large and well structured dataset on a wide array of companies can be hard to come by. Here I provide a dataset with historical stock prices (last 5 years) for all companies currently found on the S&P 500 index.

keras newyork-stock nyse stock-forcast stock-market-data stock-market-prediction stock-price-prediction tensorflow-gpu using-lstm

Last synced: 19 Nov 2024

https://github.com/jalajthanaki/stock_price_prediction

DJIA index prices of 10 years and NYtimes news articles headline has been used to predict the DJIA index prices

djia machine-learning predictive-analytics price stock-price-prediction

Last synced: 20 Dec 2024

https://github.com/aldenhovel/lstm-ar-stock-predict

Autoregressive Stock Predict with LSTM . 基于LSTM网络的自回归股票预测工具。

deep-learning lstm neural-network stock-price-prediction

Last synced: 13 Nov 2024

https://github.com/suzana-ilic/crypto_stock_market_prediction

Predicting Crypto Trading Behavior with Social Emotion Detection

crypto deep-learning stock-market stock-price-prediction

Last synced: 09 Nov 2024

https://github.com/marketcalls/openadvisor

Self Hostable - Personal Machine Learning Based Stock Recommendation Platform

catboost daisyui flask investment-analysis machine-learning python sqlite stock-price-prediction tailwindcss tradingview

Last synced: 14 Dec 2024

https://github.com/dhhruv/stock-price-prediction

A deep learning project in which the model was trained using LSTM layers and Tata Stock prices were predicted and compared with thier actual values.

algorithm cli college-project data data-science dataset deep-learning jupyter jupyter-notebook lstm machine-learning prediction science shell stock-price-prediction tata-beverages terminal

Last synced: 13 Nov 2024

https://github.com/zillionare/omicron

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

ai quant stock stock-price-prediction trade

Last synced: 26 Oct 2024

https://github.com/deamoner/ultimate-stock-machine-learning-training-dataset

Algo Trading - Notebooks: Start to End of Algo Trading Development. Data:Stocks up till 2019 with all daily close data.

prediction stock stock-data stock-market stock-price-prediction

Last synced: 27 Oct 2024

https://github.com/Deamoner/ultimate-stock-machine-learning-training-dataset

Algo Trading - Notebooks: Start to End of Algo Trading Development. Data:Stocks up till 2019 with all daily close data.

prediction stock stock-data stock-market stock-price-prediction

Last synced: 01 Nov 2024

https://github.com/xaheli/predicting-indian-stocks-price-with-stacked-lstm

Predicting Indian stock prices using Stacked LSTM model. Analysing Reliance, Tata Steel, HDFC Bank, Infosys data. Data prep, EDA, hyperparameter tuning.

activation-functions hidden-layers hyperparameter-optimization hyperparameter-tuning indian-stock-market lstm lstm-neural-networks machine-learning optimisation stock-price-prediction

Last synced: 21 Nov 2024

https://github.com/blurred-machine/rnn-based-stock-price-prediction-using-lstm

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.

google-stocks lstm-neural-networks machinelearning python regression-models rnn-tensorflow stock-price-prediction

Last synced: 11 Nov 2024

https://github.com/abdellatif-laghjaj/stock-market-prediction

Welcome to the Stock Market Prediction Web App repository! This project aims to provide a user-friendly web application for predicting stock market trends using machine learning models.

data-visualization machine-learning market prediction python stock-market stock-price-prediction streamlit trading

Last synced: 16 Nov 2024

https://github.com/eContriver/finance

This project facilitates trying different buy and sell strategies for stock and crypto currencies. There are also scripts that provide different types of security analysis. Both technical analysis and fundamental analysis are considered.

cryptocurrency finance financial financial-analysis stock-market stock-price-forecasting stock-price-prediction

Last synced: 01 Nov 2024

https://github.com/carsonsgit/trademind

Project developed for AI Launch Lab's R&D program. TradeMind is a Machine Learning Stock Analysis tool aimed to give you more confidence in your investments.

machine-learning react research-and-development stock-price-prediction winning-project

Last synced: 28 Oct 2024

https://github.com/shreypandit/volatility-prediction-using-maec-dataset

Problem statement - Implement a solution to forecast stock 'volatility' following earnings calls release of S&P1500 companies.

audio-encoder bert bert-embeddings bert-model bert-models stock stock-market stock-price-prediction stock-prices stock-prices-prediction stock-trading stocks time-series volatility

Last synced: 16 Dec 2024

https://github.com/doch2/ae-dnn-model-data

주가 예측 모델에서의 분할 예측을 통한 성능향상 탐구 논문 (2022) - 데이터 다운로드 & 전처리 코드 부분

ai data python stock-price-prediction

Last synced: 14 Nov 2024

https://github.com/diovisgood/index

Stock Index Price Prediction

neural-network python pytorch stock-price-prediction

Last synced: 06 Nov 2024

https://github.com/0904-mansi/forecasting-stock-market-prices

Analyzing the stock quotes and forecasting the prices on the basis of historical data using Artificial Intelligence.

artificial-intelligence machine-learning python stock-market stock-price-prediction time-series

Last synced: 14 Nov 2024

https://github.com/gregyjames/volumeprofiles

Use volume transactions to find significant price levels

data-science python statistics stock stock-analysis stock-price-prediction stocks stocks-prices

Last synced: 10 Nov 2024

https://github.com/rajveersinghcse/reliance-stock-market-prediction

💹Prediction of stock prices for the next 30 days using machine learning models built on historical data.

finance lstm prediction price-prediction python stock stock-market stock-prediction stock-price-prediction

Last synced: 13 Nov 2024

https://github.com/essamhassan/trinity

DEAD simple pattern recognition for stock analysis

financial-analysis pattern-recognition python2 stock-price-prediction

Last synced: 09 Nov 2024

https://github.com/gabotechs/market-monitor

Monitor tool for stocks and cryptocurrencies that includes twitter sentiment analysis on key accounts

artificial-intelligence crypto cryptocurrency dashboard graph influxdb market monitoring sentiment-analysis stock stock-price-prediction stocks twitter viewer

Last synced: 03 Dec 2024

https://github.com/sanskritiharmukh/forecasting-stock-market-index

Analyzing the stock quotes and forecasting the prices on the basis of historical data using Artificial Intelligence.

artificial-intelligence deep-learning machine-learning python stock stock-price-prediction time-series time-series-analysis

Last synced: 14 Nov 2024

https://github.com/siavashshams/stock-market-prediction

Predicting the price of Apple and Google stock using RNN, LSTM, GRU

apple-stock-data google-stock-price gru lstm rnn stock-price-prediction

Last synced: 29 Nov 2024

https://github.com/efe-eroglu/stock_market_price_prediction

The data of the top 30 companies with the highest volume on the Istanbul Stock Exchange were trained with different artificial intelligence models and transformed into tables.

ann chartjs dtree nodejs random-forest reactjs stock-market stock-price-prediction

Last synced: 17 Nov 2024

https://github.com/kkoooqq/spy-intraday-predict-ai

Use machine learning, deep learning, and GAN to predict SPY intraday movement.

stock-analysis stock-price-prediction

Last synced: 05 Nov 2024

https://github.com/bsanket16/stock-prediction

Streamlit Web App for Stock Price Prediction

fbprophet stock-analysis stock-price-prediction streamlit yfinance-api

Last synced: 06 Nov 2024

https://github.com/k5924/stockpredictor

A stock price predictor built using python and tensforflow

python scikit-learn stock-price-prediction tensorflow

Last synced: 09 Nov 2024

https://github.com/maskedsyntax/simple-stock-price-app

Simple Stock Price App to show stock closing price and volume of Google using market data from Yahoo! Finance's API.

stock-price-prediction streamlit yfinance

Last synced: 10 Dec 2024

https://github.com/amitasj7/stockvision

StockPredictor is a machine learning-based project designed to forecast stock prices using historical data and various predictive algorithms. This tool provides users with insights into potential future stock performance, allowing for informed investment decisions.

bootstrap django html-css-javascript python sqlite stock-price-prediction

Last synced: 20 Dec 2024

https://github.com/vchrombie/shuri

Stock Market Prediction :crystal_ball: using LSTM.

lstm shuri stock-price-prediction

Last synced: 05 Nov 2024

https://github.com/shivamswarnkar/tesla-stock-prediction

Making prediction of close prices of Tesla Stocks using different regression methods.

data-analysis data-visualization plotly regression regularization sklearn stock-price-prediction

Last synced: 02 Dec 2024

https://github.com/datarohit/stockastic

Stockastic is an ML-powered stock price prediction app built with Python and Streamlit. It utilizes machine learning models to forecast stock prices and help investors make data-driven decisions.

machine-learning plotly stock-price-prediction streamlit yfinance

Last synced: 05 Nov 2024