Stock Price Forecasting ML Frameworks

Deep learning and machine learning projects for predicting stock prices and market trends using historical data and neural networks (LSTM, RNN, CNN). Does NOT include general stock market analysis, backtesting frameworks, data scraping tools, or trading strategy implementations without predictive modeling.

There are 222 stock price forecasting frameworks tracked. 17 score above 50 (established tier). The highest-rated is TimRivoli/Stock-Price-Trade-Analyzer at 58/100 with 76 stars.

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#	Framework	Score	Tier	Stars	Language
1	TimRivoli/Stock-Price-Trade-Analyzer This is a Python 3 project for analyzing stock prices and methods of stock...	58	Established	76	Python
2	rafa-rod/pytrendseries Detect trend in time series, drawdown, drawdown within a constant look-back...	58	Established	163	Python
3	LeonardoBerti00/TLOB This is the official repository for the paper TLOB: A Novel Transformer...	57	Established	121	Python
4	JordiCorbilla/stock-prediction-deep-neural-learning Predicting stock prices using a TensorFlow LSTM (long short-term memory)...	56	Established	665	Jupyter Notebook
5	jcamiloangarita/stocker Stock Price Prediction	56	Established	114	Jupyter Notebook
6	stabgan/Recurrent-Neural-Networks-to-predict-Google-Stock-Price I tried to predict google stock price using LSTMs	53	Established	15	Python
7	achillesrasquinha/bulbea :boar: :bear: Deep Learning based Python Library for Stock Market Prediction...	51	Established	2,263	Python
8	VivekPa/IntroNeuralNetworks Introducing neural networks to predict stock prices	51	Established	774	Python
9	huseinzol05/Stock-Prediction-Models Gathers machine learning and deep learning models for Stock forecasting...	51	Established	9,239	Jupyter Notebook
10	robertmartin8/MachineLearningStocks Using python and scikit-learn to make stock predictions	51	Established	1,931	Python
11	keon/deepstock Technical experimentations to beat the stock market using deep learning...	51	Established	481	Python
12	LastAncientOne/Deep_Learning_Machine_Learning_Stock Deep Learning and Machine Learning stocks represent promising opportunities...	51	Established	1,718	Jupyter Notebook
13	yacoubb/stock-trading-ml A stock trading bot that uses machine learning to make price predictions.	51	Established	665	Python
14	scorpionhiccup/StockPricePrediction Stock Price Prediction using Machine Learning Techniques	51	Established	1,524	Jupyter Notebook
15	hayatoy/ml-forex-prediction Predicting Forex Future Price with Machine Learning	50	Established	294	Jupyter Notebook
16	ashishpapanai/stockDL A financial deep learning library for stocks price prediction and comparison...	50	Established	36	Python
17	jinglescode/time-series-forecasting-pytorch Acquiring data from Alpha Vantage and predicting stock prices with PyTorch's LSTM	50	Established	324	Jupyter Notebook
18	brianrisk/Stock-Prediction-Neural-Network-and-Machine-Learning-Examples Examples of python neural net and ML stock prediction methods with sample stock data.	48	Emerging	275	Python
19	Congyuwang/AlphaNetV3 Recurrent Neural Network for predicting Stock Returns	48	Emerging	124	Python
20	jinglescode/time-series-forecasting-tensorflowjs Pull stock prices from online API and perform predictions using Long Short...	48	Emerging	168	HTML
21	rohitinu6/StockCast This project focuses on predicting the stock prices of "The State Bank Of...	47	Emerging	54	Jupyter Notebook
22	gunjannandy/stock-market-scraper Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)	47	Emerging	175	Jupyter Notebook
23	ColliderConquer/Stock-Prediction-and-Quantitative-Analysis-Based-on-Machine-Learning-Method This project studies the intrinsic relationship between the stocks’ multiple...	45	Emerging	92	Python
24	034adarsh/Stock-Price-Prediction-Using-LSTM This project is about predicting stock prices with more accuracy using LSTM...	45	Emerging	107	Jupyter Notebook
25	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。	45	Emerging	89	Jupyter Notebook
26	HusseinJammal/Liquid-Neural-Networks-in-Stock-Market-Prediction This repository hosts a stock market prediction model for Tesla and Apple...	45	Emerging	95	Python
27	NourozR/Stock-Price-Prediction-LSTM OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network	43	Emerging	617	Python
28	Rajat-dhyani/Stock-Price-Predictor This project seeks to utilize Deep Learning models, Long-Short Term Memory...	43	Emerging	315	HTML
29	imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predict Applied an ARIMA-LSTM hybrid model to predict future price correlation...	43	Emerging	430	Jupyter Notebook
30	Leci37/TensorFlow-stocks-prediction-Machine-learning-RealTime Predict operation stocks points (buy-sell) with past technical patterns, and...	42	Emerging	309	Python
31	sinanw/lstm-stock-price-prediction This project implements a time series multivariate analysis using RNN/LSTM...	42	Emerging	27	Jupyter Notebook
32	MingjieWang0606/Kaggle-Jane-Street-AE-MLP-xgb-TOP1 1th: Kaggle Jane Street Market Prediction: AE MLP+xgb	42	Emerging	49	Jupyter Notebook
33	WinstonLiyt/MCI-GRU The official code implementation for MCI-GRU: Stock Prediction Model Based...	41	Emerging	25	Python
34	gonzalopezgil/xlstm-ts Optimised Extended LSTM for time-series forecasting	41	Emerging	40	Jupyter Notebook
35	A-safarji/Time-series-deep-learning Developing Deep learning LSTM, BiLSTM models, and NeuralProphet for...	41	Emerging	79	Jupyter Notebook
36	koriavinash1/Stock-Price-Forecasting-Using-Artificial-Intelligence Stock price prediction using Bidirectional LSTM and sentiment analysis	41	Emerging	40	JavaScript
37	ramtiin/Attention-Based-LSTM-Network-for-Predicting-Times-Series Forex price movement forecast	40	Emerging	36	Jupyter Notebook
38	kieranjwood/x-trend X-Trend: Few-Shot Learning Patterns in Financial Time-Series for...	40	Emerging	87	—
39	JinanZou/Astock Astock	40	Emerging	241	Jupyter Notebook
40	gudbrandtandberg/CPSC540Project Project on financial forecasting using ML. Made by Anson Wong, Juan Garcia &...	40	Emerging	179	Matlab
41	lex-hue/Stock-Predictor-V4 A reinforcement learning model specialized in stock prediction utilizing...	40	Emerging	26	Python
42	CastIehard/Stock-Prediction-AI Proof of Concept that the Stock Market is not entirely unpredictable.	39	Emerging	6	Python
43	stefnba/unique-stocks Identify attractive investment opportunities across all security classes and...	39	Emerging	1	Python
44	Soham-Deshpande/Stock-TFT Stock price prediction using a Temporal Fusion Transformer	39	Emerging	123	TeX
45	Vatshayan/Final-Year-Machine-Learning-Stock-Price-Prediction-Project Final Year B.tech Project on Machine Learning Stock Prediction through Deep Learning	39	Emerging	151	Jupyter Notebook
46	jcwill415/Stock_Market_Data_Analysis Scrape, analyze & visualize stock market data for the S&P500 using Python....	38	Emerging	95	Jupyter Notebook
47	TatevKaren/recurrent-neural-network-pricing-model Price Prediction Case Study predicting the Bitcoin price and the Google...	37	Emerging	58	Python
48	aadityaguptaaa/AI-Stock-Market-Investment-Advisor An AI-based system using LSTM neural networks to predict stock prices and...	37	Emerging	5	Python
49	RajdeepBiswas/Stock_Market_Prediction_with_SnP500 This project would demonstrate the following capabilities: 1. Extraction...	37	Emerging	14	Jupyter Notebook
50	Code-IA-Insights/Pandas_Market_Predictor Pandas Market Predictor, is a deep learning API written in Python on top of...	37	Emerging	17	Python
51	XAheli/Predicting-Indian-Stocks-Price-with-Stacked-LSTM Predicting Indian stock prices using Stacked LSTM model. Analysing Reliance,...	37	Emerging	28	Jupyter Notebook
52	matheusbfernandes/stock-market-prediction Stock Price Prediction using CNN-LSTM	37	Emerging	91	Jupyter Notebook
53	PsiPhiTheta/LSTM-Attention A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series	36	Emerging	74	Jupyter Notebook
54	junduck/overthink Small transformer model for stock market intraday forecasting	36	Emerging	22	Python
55	Zolo-Hallucinators/Signal-Extraction A Snowflake-powered end-to-end machine learning pipeline for financial...	36	Emerging	3	Jupyter Notebook
56	rohan472000/reliance-stock-price-prediction-LSTM Implemented LSTM model to predict Reliance stock prices, achieving accurate...	35	Emerging	12	Jupyter Notebook
57	majidh1/AI-Price-Prediction Predict of prices by trade history 4 Tehran Bourse	35	Emerging	7	HTML
58	ilahuerta-IA/applied-ml-trading-transformer-eurusd This project develops and fine-tunes a TimeSeriesTransformer model to...	34	Emerging	6	Jupyter Notebook
59	SanskritiHarmukh/Forecasting-Stock-Market-Index Analyzing the stock quotes and forecasting the prices on the basis of...	34	Emerging	4	Python
60	scaomath/kaggle-jane-street Machine learning models to predict realtime financial market data provided...	34	Emerging	50	Python
61	jinnerbichler/g-research-challenge Project for the financial forecasting challenge from G-Research...	34	Emerging	7	Jupyter Notebook
62	Ray7788/Stock-Price-Forecast Predict stock prices using Long Short-Term Memory (LSTM) networks.	34	Emerging	53	Python
63	shubham5027/Hash_IT_Hackthon_Finance_Stock_Market_Model Machine Learning A Stock Market Analysis and Prediction	34	Emerging	6	Python
64	Sabyasachi-Seal/StockMarketPrediction Stock Market Prediction using Numerical and Textual Analysis	34	Emerging	6	Jupyter Notebook
65	Nikhil-Kumar-Patel/Hidden-Makov-Model Hidden Markov Models in stock price forecasting.	33	Emerging	35	Jupyter Notebook
66	georgemuriithi/tesla-stock-price-pred Tesla’s stock price is predicted over some months using an LSTM model....	33	Emerging	8	Jupyter Notebook
67	igorbpf/Python-Sudeste-Tutorial-Stocks Tutorial Python Sudeste de Previsão de Ações	33	Emerging	5	JavaScript
68	SusmitSekharBhakta/Stock-market-price-prediction A project to forecast Stock market prices most efficiently	33	Emerging	5	Python
69	shenrunzhang/forex This project aimed to develop a model for predicting the price movements of...	33	Emerging	28	PureBasic
70	sm823zw/Stock-Market-Index-Prediction This repo deals with time series prediction using LSTMs. An encoder-decoder...	32	Emerging	24	Jupyter Notebook
71	GeezFORCE/Global-Stock-Price-Forecasting Attempt to forecast future stock prices of any stock irrespective of...	32	Emerging	3	HTML
72	Meatssauce/SCINet Forecast time series and stock prices with SCINet	32	Emerging	37	Python
73	rvndbalaji/StockMarketPrediction Stock Market Prediction using Machine Learning done as a final year...	32	Emerging	4	R
74	soham2707/Stock-Market-Analysis-And-Forecasting-Using-Deep-Learning This is a project on...	32	Emerging	71	Jupyter Notebook
75	ilahuerta-IA/backtrader-transformer-indicator A custom Backtrader indicator that integrates a pre-trained Hugging Face...	32	Emerging	3	Python
76	Sagargupta16/Stock-market-prediction Stock price prediction using LSTM neural networks with historical data...	32	Emerging	3	Python
77	GARV-PATEL-11/SCPP-Stock-Closing-Price-Prediction This repository offers a deep learning framework for equity price...	32	Emerging	4	Python
78	BurakAhmet/Autonomous-Stock-Trading-Using-LSTM-Models Autonomous stock trading application using deep neural networks	31	Emerging	3	Jupyter Notebook
79	georgemuriithi/investment-portfolio-optim An investment portfolio of stocks is created using Long Short-Term Memory...	31	Emerging	35	Jupyter Notebook
80	purefe11/StockPatchTST PatchTST-based stock ranking model trained with LambdaRank loss on KRX data....	31	Emerging	9	Jupyter Notebook
81	stylepatrick/trading-price-prediction Predict any stock, currency and cryptocurrency with neural network and...	30	Emerging	6	Python
82	Davidpazn/DJIA-Direction-Prediction DJIA direction prediction based on news and time series	30	Emerging	2	Jupyter Notebook
83	githubguoheng/Stock-Price-Prediction-Project-Code 使用机器学习(LSTM)进行多变量时间序列预测股价	30	Emerging	19	Python
84	AaravMehta-07/LSTM-Random-Forest-XGBoost-Stock-Predictor-with-Optuna A hybrid AI-based stock market prediction system using LSTM, Random Forest,...	30	Emerging	7	Python
85	aosman101/Stock-Market-Prediction Stock Market Prediction Using LSTM Networks - This project employs LSTM deep...	30	Emerging	1	Jupyter Notebook
86	sasankauppu3/AI-Stock-market-trend-predictor A ML model to predict if a company’s stock value will go up or down using...	30	Emerging	17	Python
87	sadamalin97/bmw-gru-forecast 📈 Forecast next-day BMW.DE prices using advanced GRU models with this robust...	30	Emerging	1	Jupyter Notebook
88	akash-kumar5/Live-Market-Regime-Classifier A real-time pipeline that uses a multi-timeframe LSTM model to classify...	30	Emerging	15	Python
89	dyphen12/ada Stock Market Forecast API	30	Emerging	2	JavaScript
90	irhdab/TransLSTM-Predictor A quantitative trading model that combines CNN, Bi-LSTM, and Transformer...	29	Experimental	3	Python
91	ektoravlonitis/Implied-Volatility-Prediction Use of LSTM to predict the implied volatility skew in financial markets	29	Experimental	12	Python
92	bhulston/Time-Series-Prediction-with-LSTM-and-XGB Build an algorithm that can predict multiple future states of Limit Order...	29	Experimental	16	Jupyter Notebook
93	ddayto21/Stock-Forecasting Python repository that uses time-series data from the S&P 500 to train a...	29	Experimental	20	Python
94	DeepthiSudharsan/Stock-Prediction-using-Deep-Learning (Semester 4) Mathematics for Intelligent Systems - End Semester Project	28	Experimental	12	Jupyter Notebook
95	kylekaracadag/Stocks-Prediction Predicting stocks and commodity prices using Python	28	Experimental	9	Jupyter Notebook
96	paragon279/stock-predict Predicts stock price	28	Experimental	8	C++
97	Shybert-AI/Prediction-of-stock-price-based-on-BP-neural-network 基于BP神经网络的股票价格预测	28	Experimental	25	Python
98	bda2024-group6/bda-midterm-project 透過近三年的新聞、社群媒體、股票數據資料，運用機器學習、深度學習的各項分類模型進行台灣航運類股的漲跌預測。	27	Experimental	3	Jupyter Notebook
99	charlesakinnurun/toyota-equity-price-predictor Applied quantitative analysis to forecast Toyota stock closing prices using...	27	Experimental	1	Python
100	LeonardoEmili/stock-price-forecasting Distributed stock price forecasting system to predict S&P 500 stock prices.	27	Experimental	11	Jupyter Notebook
101	anthonyli01/Neural-Network-Approach-to-Implied-Volatility-Forecasting Implied volatility is a key aspect when it comes to derivatives pricing....	27	Experimental	7	Jupyter Notebook
102	CYBERDEVILZ/Stock-Market-Prediction An attempt to predict the Stock Market Price using Long Short Term memory...	26	Experimental	7	PureBasic
103	TruongNV-hut/AIcandy_LSTM_Stock_iiyiedys Stock Price Prediction using LSTM	26	Experimental	43	Python
104	labrijisaad/Prediction-du-cours-de-Bourse Forecast Apple stock prices using Python, machine learning, and time series...	26	Experimental	9	Jupyter Notebook
105	Syun1208/stock-price-prediction This experiment discuss about the enhanced method of stock price prediction...	26	Experimental	6	Jupyter Notebook
106	ashendrasharma/Stock-Price-Prediction-Using-LSTM "Exploring the Dynamics of Stock Price Prediction: Harnessing the power of...	25	Experimental	11	Jupyter Notebook
107	zanuura/deep_learning_stock_prediction Stock Prediction using LSTM and Transformers with Huge Stock Market Dataset...	25	Experimental	4	Jupyter Notebook
108	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。	25	Experimental	23	Python
109	taradactyl27/forex_deep_sequence_prediction Research into Forex price prediction from price history using Deep Sequence...	24	Experimental	3	Jupyter Notebook
110	mar1shell/stock-prediction A simple ML class project for predicting stock trendes as part of...	24	Experimental	1	Jupyter Notebook
111	faisalghifari17/stock-price-prediction-using-wavelet-denoising-and-neural-network Predicting future stock price using wavelet denoising and neural network...	24	Experimental	5	Jupyter Notebook
112	PraveenLiyanage/Amazon-Stock-Forecasting-Pytorch-LSTM Amazon stock prices using a Long Short-Term Memory (LSTM) neural network...	24	Experimental	3	Jupyter Notebook
113	AmirhosseinHonardoust/Stock-LSTM-Forecasting Predict stock prices using LSTM networks in PyTorch. This project covers...	24	Experimental	40	Python
114	estcab00/inflation-prediction This repository contains the code for a research on inflation prediction...	24	Experimental	4	Jupyter Notebook
115	devamt-014/nifty50pred NIFTY 50 5-day trend classification using Decision Tree, Random Forest and...	23	Experimental	1	Python
116	kushaljgec2025/Stock_Market_Price_Prediction_Using-RNN Stock trend and price prediction using RNN	23	Experimental	4	Jupyter Notebook
117	TalhaSikandar/megaman-co A fully custom LSTM-based next-day stock price predictor written from...	23	Experimental	2	Jupyter Notebook
118	Projects-Developer/Google-Stock-Price-Prediction-by-Deep-Learning Top Class Stock Price Prediction Project through Machine Learning Algorithms...	23	Experimental	58	Jupyter Notebook
119	ARMAND-cod-eng/stock-price-forecasting-lstm-2026 Stock Price Forecasting: LSTM vs ARIMA vs Moving Average \| TSLA AAPL AMZN...	23	Experimental	2	Jupyter Notebook
120	Karthik-02/nifty-50-MLproject The NIFTY 50 is a benchmark Indian stock market index that represents the...	23	Experimental	4	HTML
121	soloshun/Quantitative-XAUUSD-Strategy A quantitative research project to model and predict the session dynamics of...	23	Experimental	2	Jupyter Notebook
122	Haripoorenibalaji/Stock-Price-Analyser-and-Backtesting-Engine This project displays the usage of Time Series Analysis to predict the...	22	Experimental	—	Python
123	Pudamya/Stock_Price-Prediction_System Machine learning-based system for analyzing historical stock market data and...	22	Experimental	—	Jupyter Notebook
124	virajbhutada/google-stock-price-forecasting-lstm Analyzing and predicting Google's stock prices through detailed data...	22	Experimental	6	Jupyter Notebook
125	TheQuantScientist/FeatureEngineering-BiLSTM [MDAI 2024] The official repo for the paper: "Transforming Stock Price...	22	Experimental	6	Jupyter Notebook
126	pedrovivaldi/stock_predictor Stock predictor using Neural Network	22	Experimental	1	Java
127	ggplayer1337/cross-asset-contagion-stress-regimes 🔍 Explore cross-asset contagion during stress regimes, analyzing Bitcoin's...	22	Experimental	—	Jupyter Notebook
128	Coderixc/AlgorithmAiMl AI for Stock Market Prediction \| This project will serve as a...	22	Experimental	1	Python
129	teddybryant/AI-Social-Media-Marketing-Stock-Predictor An PyTorch AI that uses company social media marketing data to predict that...	22	Experimental	2	Python
130	AnushreeRPoojary/AAPL-stock-prediction AAPL stock price prediction comparing LSTM+Attention, XGBoost and Temporal...	22	Experimental	—	Jupyter Notebook
131	Hishamkhashman1/stock-forecasting-lstm End-to-end stock price forecasting using LSTM models, technical indicators,...	22	Experimental	—	Python
132	ahmad-masud/Quant-Market-Predictor 📈 Quant Market Predictor is a Python tool designed to predict stock prices...	21	Experimental	9	Python
133	CodeByPinar/Samsung_Stock_Analysis_Forecasting_and_Volatility_Analysis A comprehensive analysis and forecasting project for Samsung stock data,...	21	Experimental	9	Python
134	Reza-Rezvan/LSTM_HHO An LSTM model optimized with Harris Hawks Optimization (HHO) for...	21	Experimental	11	Python
135	dsvdgfhg/AAPL-GRU-Stock-Forecaster 🍎 Forecast Apple stock prices using a GRU neural network with a streamlined...	21	Experimental	—	JavaScript
136	5Swati5/Analyzing-the-stock-prices-using-Deep-Learning-Algorithms Time series ase studies are one of the most challenging problems in finncial...	21	Experimental	1	Jupyter Notebook
137	Maksim09000/real-time-stock-predictor Real-Time Stock Predictor offers a streamlined way to analyze stock market...	21	Experimental	5	Python
138	gaeldatascience/apple-stock-prediction Predicting whether Apple’s closing price will go up or down on the next...	20	Experimental	3	Jupyter Notebook
139	0904-mansi/Forecasting-Stock-Market-Prices Analyzing the stock quotes and forecasting the prices on the basis of...	20	Experimental	6	Python
140	aszkiel71/Stock-Return-Prediction Quantitative Stock Return Prediction	20	Experimental	9	Jupyter Notebook
141	Jeet-Lohar-itzJeeSKUULL/Stock-Market-Predictor-Analysis-Dashboard End-to-end stock market analytics system integrating Power BI dashboards...	20	Experimental	11	Python
142	GesangPJ/skripsi-prediksi-harga-saham-deeplearning-lstm Skripsi Prediksi Harga Saham Menggunakan Deep Learning LSTM oleh Gesang Paudra Jaya	20	Experimental	7	Jupyter Notebook
143	tanishq-ctrl/BIG4-UAE-BANKS-Stock-Price-Prediction This repository combines rigorous data preprocessing, advanced feature...	20	Experimental	8	Jupyter Notebook
144	martostwo/Hybrid_Model_DTT_RNN This model combines Deep Temporal Transformers with LSTM and GRU to predict...	20	Experimental	8	Jupyter Notebook
145	jazzmine-p/weather-forecast-automated-trading Recurrent neural networks (LSTM) trained on weather data to predicts daily...	20	Experimental	8	Jupyter Notebook
146	halilvibrahim/stock_movement Stock Movement Prediction Using Mamba And Ensemble Learning	20	Experimental	2	Jupyter Notebook
147	Sherwin-14/Nasdaq_Explorer NASDAQ Explorer is an application designed to forecast stock prices for...	20	Experimental	6	HTML
148	SevilayMuni/Multivariate-TimeSeries-Forecast-LSTM-Apple-Google-Stocks Complete guide to create robust LSTM models for forecasting stock price	20	Experimental	6	Jupyter Notebook
149	paulms77/BiLSTM-StockPrediction-Algorithm 양방향 LSTM 기반 주가 예측 알고리즘 논문 연구 코드입니다.	19	Experimental	4	Jupyter Notebook
150	DharshanSR/MLP-Neural-Network R code for exchange rate prediction using Multilayer Perceptron (MLP) models...	19	Experimental	4	R
151	Contractor-x/STOCK-ML-MODEL SImple Machine Learning	19	Experimental	4	—
152	A-baoYang/ml-dl-stock-strategy Notes of stock prediction and trading strategy using machine learning and...	19	Experimental	4	—
153	abhay-lal/Asset-bubble Project helps the investors using a predictive analytics model or providing...	19	Experimental	4	Jupyter Notebook
154	mkpg/Stock-Price-Prediction-using-XGBoost-and-LSTM-HYBRID- using the hybrid of LSTM and XGBoost for stock prediction	18	Experimental	1	HTML
155	imehranasgari/DL_TimeSeries_Forecasting_GluonTS_DeepAR_ARIMA_yfinance A project implementing and comparing deep learning models (RNN, LSTM,...	18	Experimental	1	Jupyter Notebook
156	SedatDikbas/aefes-time-series-forecasting Bu proje, Anadolu Efes Biracılık ve Malt Sanayii A.Ş. (AEFES) piyasa...	18	Experimental	2	Jupyter Notebook
157	DanTCIM/ASOP_RNN Actuarial Standards of Practice Dreaming Model using Recurrent Neural Network	18	Experimental	2	Jupyter Notebook
158	luuisotorres/FIAP-Tech-Challenge-4 A production-grade MLOps application for predicting stock prices using Long...	17	Experimental	—	Jupyter Notebook
159	ArianJr/google-stock-price-forecasting-lstm A fully documented LSTM-based time-series forecasting project for predicting...	17	Experimental	—	Jupyter Notebook
160	getmeaname/lstm-stock-prediction In this project, we leverage state-of-the-art Long Short-Term Memory (LSTM)...	17	Experimental	1	Jupyter Notebook
161	HICHAMEVAAAN/Stock-Price-Prediction-And-Forecasting-Using-Stacked-LSTM--Deep-Learning 📈 Predict and forecast Apple stock prices using a Stacked LSTM model for...	17	Experimental	2	Jupyter Notebook
162	kartikeyasaran/Stock-Price-predicator Stock Price Prediction Using Machine Learning and libraries like tensorflow,...	17	Experimental	1	Python
163	abhisheksrvt/share-price-prediction-lstm This repository contains a script for forecasting stock prices using Long...	17	Experimental	1	Python
164	NI3singh/Solana-Data-Analysis 📊 Solana Price Data Analysis — A comprehensive end-to-end data pipeline for...	17	Experimental	4	Jupyter Notebook
165	aliahmad552/stock-price-prediction Stock Price Prediction using deep learning (lstm,bilstm and gru) on...	16	Experimental	4	Jupyter Notebook
166	DevAime/kes-usd-forex-timeseries A comprehensive statistical and machine learning analysis of the Kenyan...	16	Experimental	1	Jupyter Notebook
167	stacey-kagwanja/Energy-Sector-News-Sentiment-Analysis-and-Stock-Price-Correlation Sentiment and correlation analysis on the energy sector. Measured daily...	16	Experimental	—	Jupyter Notebook
168	Gyldenn/order-book-trend-predictor GRU neural network for predicting short-term price direction from...	14	Experimental	—	Python
169	username4377/Tesla_Stock_Price_Prediction 📈 Predict Tesla closing stock prices using XGBoost and time-series data for...	14	Experimental	—	Jupyter Notebook
170	TakuGutu/Stock-Price-Prediction Machine learning models to predict days when a stock's price will go up.	14	Experimental	—	Jupyter Notebook
171	VashuTheGreat/Stock-Market-Investment-Analyser-Predictor AI powered stock market analysis and investment suggestion system using deep...	14	Experimental	—	Python
172	gianlucamazza/FTSP-keras Financial Time Series Prediction Using LSTM	14	Experimental	3	Python
173	ImtiazShuvo/stock-price-forecasting-deep-learning Stock price forecasting using machine learning and deep learning models...	14	Experimental	—	Jupyter Notebook
174	Nikhil-yadav23/AI-driven-stock-product-market-prediction-and-investment-insights-system AI-driven system for stock and product market prediction using machine...	14	Experimental	—	Python
175	shauryya28/tcs_stock_price_prediction Financial time-series modeling of TCS stock using feature engineering (OHLC,...	14	Experimental	—	Jupyter Notebook
176	danuah/prices-predictor-system 📈 Predict future prices using this efficient system, enabling informed...	13	Experimental	—	—
177	abdulrehmangujjar777/Pridict-Future-Stock-Prices An end-to-end Machine Learning project to pridict Future Stock Prices using...	13	Experimental	—	Jupyter Notebook
178	LucasTrenzado/Predicting_Volatility_GARCH_vs_XGBoost In this project, the Generalized Autoregressive Conditional...	13	Experimental	9	Jupyter Notebook
179	SOSPETER03/tesla-stock-forecasting Predictive modeling of Tesla stock prices using AR, MA, ARIMA, and LSTM...	13	Experimental	—	HTML
180	Vaibhavkkm/tsla-stock-prediction-lstm LSTM-based model for predicting Tesla (TSLA) stock prices using historical...	13	Experimental	—	Jupyter Notebook
181	Zaid-Al-Habbal/stock-trends-predictor A deep learning project aim to predict stock trends after 30 days	13	Experimental	—	Jupyter Notebook
182	PradyXd/Indian-IPO-Deep-learning-classification-model This project aims to build a deep learning classification model to predict...	13	Experimental	—	Jupyter Notebook
183	sayid-alt/usd-idr-forecasting CNN-GRU & CNN-LSTM Model for Forecasting USD/IDR Time Series 📈	13	Experimental	—	Python
184	RohitDusane/Stock-Price-Prediction-Simple-RNN This repos demonstrates building a Simple RNN in Keras to forecast...	13	Experimental	—	Jupyter Notebook
185	bnquys/stock-trend-prediction This is repository for stock trend prediction	13	Experimental	—	—
186	roscibely/stock-price-prediction Stock Prediction using Machine Learning 📈 📉	13	Experimental	9	Jupyter Notebook
187	soroushesnaashari/Google-Stock-Price-with-LSTM-using-TensorFlow A LSTM project using "TensorFlow" to find the pattern and predict the stock price	13	Experimental	4	Jupyter Notebook
188	IEEE-VIT/raise-the-stakes Real-time ML-powered stock predictions for smarter, safer trading decisions.	12	Experimental	3	Jupyter Notebook
189	soroushesnaashari/Google-Stock-Price-with-LSTM-using-PyTorch A LSTM project using "PyTorch" to find the pattern and predict the stock price	12	Experimental	3	Jupyter Notebook
190	Agnij-Moitra/QFinance A stock market price predictor, which uses Scikit learn. It takes the open,...	12	Experimental	1	Jupyter Notebook
191	spoluan/forex-market-prediction-eurusd This project implements a time series prediction model for the EUR/USD...	12	Experimental	7	Jupyter Notebook
192	cutupdev/Barclays-PLC-stock-price-prediction This is Barclays PLC stock price prediction project using LSTM in Tensorflow Keras.	12	Experimental	2	Python
193	AnderCruz/Stock-Price-Forecasting-Seq2Seq-Prophet-XGBoost-Ensemble A comprehensive machine learning framework for multi-step stock price...	12	Experimental	1	Jupyter Notebook
194	luuisotorres/Predicting-Apple-Stock-Prices-Using-PyCaret Using PyCaret to Predict Apple Stock Prices	12	Experimental	8	HTML
195	rushandgg/LSTM_Stacked_Autoencoder Denoise stock price by using LSTM Stacked Autoencoder	12	Experimental	6	Jupyter Notebook
196	SinaRaoufi/tesla-stock-price-prediction Tesla stock price forecasting with LSTM using Pytorch 📈	12	Experimental	6	Jupyter Notebook
197	harryleonardo/Prediction-Of-Closing-Stock-Price Implementation of Artificial Neural Network using Java and R Languange to...	11	Experimental	—	Java
198	brianmusslewhite/LSTM-Predictor LSTM training, hyper parameter optimization, and prediction for stock market data	11	Experimental	—	Python
199	salimt/TOP25-US-Stock-Prediction-Models Predicting stock prices using a TensorFlow LSTM (long short-term memory)...	11	Experimental	3	—
200	JersonGB22/DataScience_IBM_StockPredictionLSTM_Project In the IBM Advanced Data Science specialization, an interactive real-time...	11	Experimental	3	Jupyter Notebook
201	abuhmhai/Stock-Price-Prediction-X This project seeks to utilize Deep Learning models, Long-Short Term Memory...	11	Experimental	3	Jupyter Notebook
202	losparviero/stock-oracle Predict stock prices using neural networks trained on historical price data.	11	Experimental	—	JavaScript
203	sadmanca/lstm-stock-predictor Training an LSTM neural network to predict stock prices.	11	Experimental	—	HTML
204	dmytro-varich/Linear-Regression-for-Stock-Price-Prediction Utilizing linear regression for accurate forecasting, this Jupyter...	11	Experimental	4	Jupyter Notebook
205	RohithB01/StockForecasting This project demonstrates the use of the ARIMA model to forecast stock...	11	Experimental	—	Jupyter Notebook
206	thanoskaravangelis/pko_forecasting Forecasting of palm kernel oil price using LSTM	11	Experimental	—	Jupyter Notebook
207	jbsdoki/ML_Market_Prediction Machine Learning testing and experimenting for market prediction	11	Experimental	—	Jupyter Notebook
208	KaushalprajapatiKP/LSTM_rnn_nifty_50_prediction_next_day This project is created for stock price prediction of Nifty50 index using...	11	Experimental	3	Jupyter Notebook
209	souraOP/Milk-Price-Prediction Used LSTM with Keras-3	11	Experimental	—	Jupyter Notebook
210	yashpandey474/Algorthmic-Trading-Model-for-BTC-USD-Crypto-Market Using a LSTM Deep Learning model to predict future market opening prices of...	11	Experimental	4	Jupyter Notebook
211	AsifIkbal1/Stock---Prediction-Using-LSTM Stock - Prediction Using LSTM	11	Experimental	—	Jupyter Notebook
212	VamshiKrsna/Stockr Stockr is an end to end ML and DL Powered App that lets you predict/forecast a stock.	11	Experimental	—	Jupyter Notebook
213	ashadsmh/MarketMind MarketMind predicts NASDAQ stock trends using PyTorch LSTMs, with...	11	Experimental	—	Python
214	tushar2704/Stock-Market-Trend-Analysis This project aims to analyze the historical trends of Netflix stock prices...	11	Experimental	—	Jupyter Notebook
215	arad-nafarieh/real-time-stock-predictor A high-quality real-time stock market predictor using Python, Scikit-Learn,...	11	Experimental	2	Python
216	abhisheksrvt/share-prediction-linear-regression This project uses a linear regression model to forecast stock prices. It...	11	Experimental	—	Python
217	JalendraIITP/Stock-Price-Prediction-using-Attention-Mechanism-Variational-LSTM Stock Price Prediction using Attention based LSTM	11	Experimental	3	Jupyter Notebook
218	fahadnasir13/Stock-Predictor-Pakistan-Stock-Exchange100 The KSE 100 Index Prediction Model is a sophisticated data-driven solution...	11	Experimental	2	Jupyter Notebook
219	tahahashmat/Stock-Market-Analyzer A program which predicts the top and bottom 20 performing stocks the...	10	Experimental	2	Python
220	fahomid/Stock-Price-Prediction-Using-AI-and-Machine-Learning Predict stock values using a Long Short-Term Memory (LSTM) neural network....	10	Experimental	2	Jupyter Notebook
221	aaditya-wangikar/Stock-market-analysis This project focuses on analyzing stock market data to uncover trends,...	10	Experimental	1	HTML
222	ale18V/CudaStonks A backpropagating neural network for predicting stocks data. Handwritten...	10	Experimental	2	Python

Comparisons in this category

Deep_Learning_Machine_Learning_Stock and Stock-Prediction-Models (51 vs 51) StockPricePrediction and Stock-Prediction-Models (51 vs 51) stock-prediction-deep-neural-learning and Stock-Prediction-Models (56 vs 51) stock-trading-ml and Stock-Prediction-Models (51 vs 51) Stock-Prediction-Models and Stock-Prediction-Neural-Network-and-Machine-Learning-Examples (51 vs 48) stocker and Stock-Prediction-Models (56 vs 51) IntroNeuralNetworks and MachineLearningStocks (51 vs 51) stock-prediction-deep-neural-learning and Deep_Learning_Machine_Learning_Stock (56 vs 51) Deep_Learning_Machine_Learning_Stock and stock-trading-ml (51 vs 51) StockPricePrediction and IntroNeuralNetworks (51 vs 51)