HusseinJammal/Liquid-Neural-Networks-in-Stock-Market-Prediction

This repository hosts a stock market prediction model for Tesla and Apple using Liquid Neural Networks. It showcases data-driven forecasting techniques, feature engineering, and machine learning to enhance the accuracy of financial predictions.

Language: Python - Size: 1.1 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

achillesrasquinha/bulbea

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

Language: Python - Size: 2.64 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 1,971 - Forks: 473

Parvezkhan0/Tesla-Stock-Forecasting-Using-LTSM

This repository features notebooks and datasets for predicting Tesla (TSLA) stock prices using LSTM models. Explore historical data, forecast trends, and gain insights into TSLA's market movements.

Language: Jupyter Notebook - Size: 281 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 2 - Forks: 1

sourceduty/Stock_Market_AI

📈 Stock market information with accurate and detailed statistical simulations for stocks using ChatGPT.

Size: 2.93 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

anxxos/sp500-prediction-sentiment-xgboost

In this work an application of the Triple-Barrier Method and Meta-Labeling techniques is explored with XGBoost for the creation of a sentiment-based trading signal on the S&P 500 stock market index. The results confirm that sentiment data have predictive power, but a lot of work is to be carried out prior to implementing a strategy.

Language: Jupyter Notebook - Size: 12.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 13 - Forks: 7

rvndbalaji/StockMarketPrediction

Stock Market Prediction using Machine Learning done as a final year university project. It uses LSSVR to train the model and is programmed in R

Language: R - Size: 76.1 MB - Last synced: 24 days ago - Pushed: almost 6 years ago - Stars: 3 - Forks: 2

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)

Language: HTML - Size: 426 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 41 - Forks: 26

Naman-2001/Stonks

Language: JavaScript - Size: 2.01 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

kishore-s-15/Sentiment-Driven-Market-Analysis

This repository consists of the source code of the final project of CS 5100 Foundations of Artificial Intelligence.

Language: Jupyter Notebook - Size: 28 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

Saurabh251000/Market_Analysis_and_Prediction

Market Analysis and Prediction

Language: Jupyter Notebook - Size: 1.9 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

JinanZou/Astock

Astock

Language: Jupyter Notebook - Size: 485 MB - Last synced: 7 months ago - Pushed: 10 months ago - Stars: 163 - Forks: 30

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.

Language: Jupyter Notebook - Size: 37.2 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 221 - Forks: 61

shah314/forecasting

Comparison of Stochastic Forecasting Methods

Language: R - Size: 954 KB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 2

Spidy20/Data-scince-ML-project

In this repository i created many data scince - machine learning projects like(Deep dream,weather prediction,Movie recommender system etc) with code & datasets

Language: Python - Size: 27.9 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 30 - Forks: 14

flo7up/relataly-public-python-tutorials

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.

Language: Jupyter Notebook - Size: 96.7 MB - Last synced: 7 months ago - Pushed: 10 months ago - Stars: 124 - Forks: 90

louisowen6/SENN

Code implementation of "SENN: Stock Ensemble-based Neural Network for Stock Market Prediction using Historical Stock Data and Sentiment Analysis"

Language: Jupyter Notebook - Size: 77.7 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 61 - Forks: 29

rosdyana/Going-Deeper-with-Convolutional-Neural-Network-for-Stock-Market-Prediction

Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction

Language: Python - Size: 5.35 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 120 - Forks: 71

ghimohammadr/Metaheuristics_SVR

The performance of SVR models highly depends upon the appropriate choice of SVR parameters. Here, different metaheuristic algorithms are used to tune the hyperparameters.

Language: MATLAB - Size: 440 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 2 - Forks: 0

Srivatsank1/jupyter_notebook

Language: Jupyter Notebook - Size: 389 KB - Last synced: 8 months ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 1

gyanesh-m/Event-embedding-stock-prediction

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

Language: Python - Size: 15.6 KB - Last synced: 5 months ago - Pushed: over 6 years ago - Stars: 17 - Forks: 9

kir-an/-LGM-VIP_DataScience

Language: Jupyter Notebook - Size: 1.87 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Gauravsharma-20/Stock-Market-Predictor

[Desktop Application] Stock Market Prediction Application with Interactive Curves and Interface with a feature to include user's intuition into the Prediction.(Markets : NSE, BSE, S&P500)

Language: Jupyter Notebook - Size: 20.3 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

matteobettini/Stock-Market-Prediction-2020

This is the the final project of the course: L330 Data Science: principles and practice at the University Of Cambridge. The task for this project is stock market prediction using a diverse set of variables. In particular, given a dataset representing days of trading in the NASDAQ Composite stock market, our aim is to predict the daily movement of the market up or down conditioned on the values of the features in the dataset over the previous N (trading) days.

Language: Jupyter Notebook - Size: 125 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 3

DHIVAKAR-02/Stiock-performance-comparison

We have created a stock market analysis app in which we took top companies stocks such as amazon, tesla, apple, microsoft and compared their past stock market exchanges with each other.Installed yfinance which updates us with the current status of stocks.Used regression and classification algorithms to predict the future of these companies.

Language: Python - Size: 5.99 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

adityajai25/Stock-market-Prediction

Stock market forecasting using Stacked LSTM

Language: Jupyter Notebook - Size: 3.7 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 2 - Forks: 1

Shagun-25/Nifty-Index-Prediction-Using-News-Sentiments

End to End self case study from Data Collection to Optimization for Deployment

Language: Jupyter Notebook - Size: 10.2 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 6 - Forks: 4

KevinDepedri/AI-for-Finance

Stock market prediction on 5 italian companies using VAR model, OLS regressions and LSTM recurrent neural networks over data retrieved from Refinitiv Eikon

Language: Jupyter Notebook - Size: 5.67 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

LucasDiogo96/Stock-Market-Prediction

This project aims to predict future values ​​on the stock market for a stock using projections with facebook prophet.

Language: Jupyter Notebook - Size: 1.83 MB - Last synced: 11 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 2

costomato/stock-price-prediction

Flask backend for stock price prediction app

Language: Python - Size: 4.88 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

MaithileeC/Maithilee-Code-Clause

I got an internship from Code Clause for the role of Data Science Intern. I had been allocated with 4 tasks, and this repository consists all of them. Hope its helpful if you need any. Thank you.

Language: Jupyter Notebook - Size: 22.6 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

rosdyana/CNN-Financial-Data

Deep Trading using Convolutional Neural Network

Language: Jupyter Notebook - Size: 3.07 MB - Last synced: 3 months ago - Pushed: over 6 years ago - Stars: 27 - Forks: 14

yuan-alex/archived-stock-market-nlp-prediction

Our school had a stock market prediction challenge. I tried to get ahead by building NLP prediction engine and hacked something together in a few days.

Language: Python - Size: 7.81 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 1

EdoardoGruppi/DAPS_assignment

The prediction of the Microsoft stock value is addressed pursuing two distinct strategies: 1 starting from solely the company's stock data, 2 leveraging also the overall sentiment towards the company extracted from Twitter and the records related to the ongoing pandemic.

Language: Python - Size: 2.09 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

jangarong/StockMarketPredictions 📦

Predicting live stocks using market and news data.

Language: Jupyter Notebook - Size: 3.16 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 0

InvisiblePro/Stock-Market-Share-Price-Predictor

This is an AI based project which specifically on Data domain. This Repository contains program which predicts share price for particular organization by data of past 60 days.

Language: Python - Size: 26.4 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 5 - Forks: 2

theandrebass/Intuition

Software designed to identify and monitor social/historical cues for short term stock movement

Language: Python - Size: 3.5 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

jmartinezheras/reproduce-stock-market-direction-random-forests

Reproduce research from paper "Predicting the direction of stock market prices using random forest"

Language: Jupyter Notebook - Size: 667 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 90 - Forks: 56

Subasharavindh/Stock-market-forecasting

Stock market forecasting using Stacked LSTM

Language: Jupyter Notebook - Size: 629 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

0xpranjal/Stock-Prediction-using-different-models

A collection of notebooks and different prediction models that can predict the stock prices. Also a comparison of how all these models performed.

Language: Jupyter Notebook - Size: 6.03 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 12 - Forks: 14

dksifoua/Stock-Market-Prediction

Stock Market Prediction on High-Frequency Data Using soft computing based AI models

Language: Jupyter Notebook - Size: 415 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 12 - Forks: 8

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.

Language: Jupyter Notebook - Size: 18.2 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 19 - Forks: 15

PavanParchuri/Stock-Market-Prediction-LSTM

⚡ STOCK MARKET PREDICTION is a Deep Learning based web application using LSTM model and that is used to predict the future stock prices based on 10 years historical data

Language: Python - Size: 2.64 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

manishghop/stock_direction_predictor

Stock Market Direction Predictor

Language: Python - Size: 34.7 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

dark-0ne/StockPredictor

Stock market prediction using LSTM

Language: Jupyter Notebook - Size: 2.11 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 4

techwizAJ/stock_predictor_sample

Language: Python - Size: 14.6 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 3

sshh12/Relevance-Adjusted-Sentiment-For-Market-News

Using article and company embeddings to calculate adjusted media sentiment.

Language: Python - Size: 27.6 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

RajatSablok/EmoStock

Stock prediction via sentiment analysis of financial news. Winner of VITHack 2020 in FinTech Domain

Language: JavaScript - Size: 238 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 0

FardinHash/Stock-Market-Analysis

Stock Market Analysis Techniques, Algorithms, Sample Experiments

Language: Jupyter Notebook - Size: 6.84 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

zaha2020/Social_Networks

This repository contains my Social Networks Projects during University and the projects that I've implemented due to my interest in Social Networks. These projects include analysis of social networks like telegram and graph mining with NetworkX and Gephi and investigating the effect of social data on the stock market.

Language: Jupyter Notebook - Size: 38.5 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

Choochera/Weekly-Winner

Python command-line program that leverages the user's Robinhood account to assist in choosing options to perform the wheel strategy. This is done by utilizing a delta-based risk assessment and listing qualifying weekly options in order of potential profit within price range.

Language: Python - Size: 524 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 4

UditSharma9999/Stock_market_price_prediction

Language: Jupyter Notebook - Size: 91.8 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

thedhruvrawat/nyse-stock-prediction

Predicting NYSE with respect to time further ahead.

Language: Jupyter Notebook - Size: 21.7 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

parksjin01/SJAnalatics

Stock value alanatics program

Language: Python - Size: 133 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0