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 189 stock price forecasting frameworks tracked. 4 score above 50 (established tier). The highest-rated is rafa-rod/pytrendseries at 57/100 with 163 stars and 356 monthly downloads.

Get all 189 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=stock-price-forecasting&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	rafa-rod/pytrendseries Detect trend in time series, drawdown, drawdown within a constant look-back...	57	Established	163	Python
2	huseinzol05/Stock-Prediction-Models Gathers machine learning and deep learning models for Stock forecasting...	51	Established	9,239	Jupyter Notebook
3	TimRivoli/Stock-Price-Trade-Analyzer This is a Python 3 project for analyzing stock prices and methods of stock...	51	Established	76	Python
4	LeonardoBerti00/TLOB This is the official repository for the paper TLOB: A Novel Transformer...	50	Established	121	Python
5	jcamiloangarita/stocker Stock Price Prediction	49	Emerging	114	Jupyter Notebook
6	JordiCorbilla/stock-prediction-deep-neural-learning Predicting stock prices using a TensorFlow LSTM (long short-term memory)...	49	Emerging	665	Jupyter Notebook
7	ashishpapanai/stockDL A financial deep learning library for stocks price prediction and comparison...	47	Emerging	36	Python
8	stabgan/Recurrent-Neural-Networks-to-predict-Google-Stock-Price I tried to predict google stock price using LSTMs	46	Emerging	15	Python
9	robertmartin8/MachineLearningStocks Using python and scikit-learn to make stock predictions	44	Emerging	1,931	Python
10	scorpionhiccup/StockPricePrediction Stock Price Prediction using Machine Learning Techniques	44	Emerging	1,524	Jupyter Notebook
11	achillesrasquinha/bulbea :boar: :bear: Deep Learning based Python Library for Stock Market Prediction...	44	Emerging	2,263	Python
12	VivekPa/IntroNeuralNetworks Introducing neural networks to predict stock prices	44	Emerging	774	Python
13	yacoubb/stock-trading-ml A stock trading bot that uses machine learning to make price predictions.	44	Emerging	665	Python
14	keon/deepstock Technical experimentations to beat the stock market using deep learning...	44	Emerging	481	Python
15	LastAncientOne/Deep_Learning_Machine_Learning_Stock Deep Learning and Machine Learning stocks represent promising opportunities...	44	Emerging	1,718	Jupyter Notebook
16	jinglescode/time-series-forecasting-pytorch Acquiring data from Alpha Vantage and predicting stock prices with PyTorch's LSTM	43	Emerging	324	Jupyter Notebook
17	hayatoy/ml-forex-prediction Predicting Forex Future Price with Machine Learning	43	Emerging	294	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.	41	Emerging	275	Python
19	jinglescode/time-series-forecasting-tensorflowjs Pull stock prices from online API and perform predictions using Long Short...	41	Emerging	168	HTML
20	Congyuwang/AlphaNetV3 Recurrent Neural Network for predicting Stock Returns	41	Emerging	124	Python
21	gunjannandy/stock-market-scraper Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)	40	Emerging	175	Jupyter Notebook
22	rohitinu6/StockCast This project focuses on predicting the stock prices of "The State Bank Of...	40	Emerging	54	Jupyter Notebook
23	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。	38	Emerging	89	Jupyter Notebook
24	HusseinJammal/Liquid-Neural-Networks-in-Stock-Market-Prediction This repository hosts a stock market prediction model for Tesla and Apple...	38	Emerging	95	Python
25	ColliderConquer/Stock-Prediction-and-Quantitative-Analysis-Based-on-Machine-Learning-Method This project studies the intrinsic relationship between the stocks’ multiple...	38	Emerging	92	Python
26	034adarsh/Stock-Price-Prediction-Using-LSTM This project is about predicting stock prices with more accuracy using LSTM...	38	Emerging	107	Jupyter Notebook
27	imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predict Applied an ARIMA-LSTM hybrid model to predict future price correlation...	36	Emerging	430	Jupyter Notebook
28	Rajat-dhyani/Stock-Price-Predictor This project seeks to utilize Deep Learning models, Long-Short Term Memory...	36	Emerging	315	HTML
29	NourozR/Stock-Price-Prediction-LSTM OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network	36	Emerging	617	Python
30	sinanw/lstm-stock-price-prediction This project implements a time series multivariate analysis using RNN/LSTM...	35	Emerging	27	Jupyter Notebook
31	MingjieWang0606/Kaggle-Jane-Street-AE-MLP-xgb-TOP1 1th: Kaggle Jane Street Market Prediction: AE MLP+xgb	35	Emerging	49	Jupyter Notebook
32	Leci37/TensorFlow-stocks-prediction-Machine-learning-RealTime Predict operation stocks points (buy-sell) with past technical patterns, and...	35	Emerging	309	Python
33	gonzalopezgil/xlstm-ts Optimised Extended LSTM for time-series forecasting	34	Emerging	40	Jupyter Notebook
34	A-safarji/Time-series-deep-learning Developing Deep learning LSTM, BiLSTM models, and NeuralProphet for...	34	Emerging	79	Jupyter Notebook
35	koriavinash1/Stock-Price-Forecasting-Using-Artificial-Intelligence Stock price prediction using Bidirectional LSTM and sentiment analysis	34	Emerging	40	JavaScript
36	Zolo-Hallucinators/Signal-Extraction A Snowflake-powered end-to-end machine learning pipeline for financial...	34	Emerging	3	Jupyter Notebook
37	WinstonLiyt/MCI-GRU The official code implementation for MCI-GRU: Stock Prediction Model Based...	34	Emerging	25	Python
38	gudbrandtandberg/CPSC540Project Project on financial forecasting using ML. Made by Anson Wong, Juan Garcia &...	33	Emerging	179	Matlab
39	kieranjwood/x-trend X-Trend: Few-Shot Learning Patterns in Financial Time-Series for...	33	Emerging	87	—
40	ramtiin/Attention-Based-LSTM-Network-for-Predicting-Times-Series Forex price movement forecast	33	Emerging	36	Jupyter Notebook
41	lex-hue/Stock-Predictor-V4 A reinforcement learning model specialized in stock prediction utilizing...	33	Emerging	26	Python
42	JinanZou/Astock Astock	33	Emerging	241	Jupyter Notebook
43	stefnba/unique-stocks Identify attractive investment opportunities across all security classes and...	32	Emerging	1	Python
44	Vatshayan/Final-Year-Machine-Learning-Stock-Price-Prediction-Project Final Year B.tech Project on Machine Learning Stock Prediction through Deep Learning	32	Emerging	151	Jupyter Notebook
45	CastIehard/Stock-Prediction-AI Proof of Concept that the Stock Market is not entirely unpredictable.	32	Emerging	6	Python
46	Soham-Deshpande/Stock-TFT Stock price prediction using a Temporal Fusion Transformer	32	Emerging	123	TeX
47	junduck/overthink Small transformer model for stock market intraday forecasting	32	Emerging	22	Python
48	jcwill415/Stock_Market_Data_Analysis Scrape, analyze & visualize stock market data for the S&P500 using Python....	31	Emerging	95	Jupyter Notebook
49	aadityaguptaaa/AI-Stock-Market-Investment-Advisor An AI-based system using LSTM neural networks to predict stock prices and...	31	Emerging	5	Python
50	Code-IA-Insights/Pandas_Market_Predictor Pandas Market Predictor, is a deep learning API written in Python on top of...	30	Emerging	17	Python
51	TatevKaren/recurrent-neural-network-pricing-model Price Prediction Case Study predicting the Bitcoin price and the Google...	30	Emerging	58	Python
52	RajdeepBiswas/Stock_Market_Prediction_with_SnP500 This project would demonstrate the following capabilities: 1. Extraction...	30	Emerging	14	Jupyter Notebook
53	matheusbfernandes/stock-market-prediction Stock Price Prediction using CNN-LSTM	30	Emerging	91	Jupyter Notebook
54	XAheli/Predicting-Indian-Stocks-Price-with-Stacked-LSTM Predicting Indian stock prices using Stacked LSTM model. Analysing Reliance,...	30	Emerging	28	Jupyter Notebook
55	PsiPhiTheta/LSTM-Attention A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series	29	Experimental	74	Jupyter Notebook
56	ilahuerta-IA/applied-ml-trading-transformer-eurusd This project develops and fine-tunes a TimeSeriesTransformer model to...	28	Experimental	6	Jupyter Notebook
57	rohan472000/reliance-stock-price-prediction-LSTM Implemented LSTM model to predict Reliance stock prices, achieving accurate...	28	Experimental	12	Jupyter Notebook
58	majidh1/AI-Price-Prediction Predict of prices by trade history 4 Tehran Bourse	28	Experimental	7	HTML
59	Sabyasachi-Seal/StockMarketPrediction Stock Market Prediction using Numerical and Textual Analysis	27	Experimental	6	Jupyter Notebook
60	SanskritiHarmukh/Forecasting-Stock-Market-Index Analyzing the stock quotes and forecasting the prices on the basis of...	27	Experimental	4	Python
61	jinnerbichler/g-research-challenge Project for the financial forecasting challenge from G-Research...	27	Experimental	7	Jupyter Notebook
62	scaomath/kaggle-jane-street Machine learning models to predict realtime financial market data provided...	27	Experimental	50	Python
63	shubham5027/Hash_IT_Hackthon_Finance_Stock_Market_Model Machine Learning A Stock Market Analysis and Prediction	27	Experimental	6	Python
64	Ray7788/Stock-Price-Forecast Predict stock prices using Long Short-Term Memory (LSTM) networks.	27	Experimental	53	Python
65	georgemuriithi/tesla-stock-price-pred Tesla’s stock price is predicted over some months using an LSTM model....	26	Experimental	8	Jupyter Notebook
66	ilahuerta-IA/backtrader-transformer-indicator A custom Backtrader indicator that integrates a pre-trained Hugging Face...	26	Experimental	3	Python
67	GARV-PATEL-11/SCPP-Stock-Closing-Price-Prediction This repository offers a deep learning framework for equity price...	26	Experimental	4	Python
68	SusmitSekharBhakta/Stock-market-price-prediction A project to forecast Stock market prices most efficiently	26	Experimental	5	Python
69	shenrunzhang/forex This project aimed to develop a model for predicting the price movements of...	26	Experimental	28	PureBasic
70	Nikhil-Kumar-Patel/Hidden-Makov-Model Hidden Markov Models in stock price forecasting.	26	Experimental	35	Jupyter Notebook
71	igorbpf/Python-Sudeste-Tutorial-Stocks Tutorial Python Sudeste de Previsão de Ações	26	Experimental	5	JavaScript
72	Sagargupta16/Stock-market-prediction Stock price prediction using LSTM neural networks with historical data...	25	Experimental	3	Python
73	irhdab/TransLSTM-Predictor A quantitative trading model that combines CNN, Bi-LSTM, and Transformer...	25	Experimental	3	Python
74	Meatssauce/SCINet Forecast time series and stock prices with SCINet	25	Experimental	37	Python
75	GeezFORCE/Global-Stock-Price-Forecasting Attempt to forecast future stock prices of any stock irrespective of...	25	Experimental	3	HTML
76	soham2707/Stock-Market-Analysis-And-Forecasting-Using-Deep-Learning This is a project on...	25	Experimental	71	Jupyter Notebook
77	sm823zw/Stock-Market-Index-Prediction This repo deals with time series prediction using LSTMs. An encoder-decoder...	25	Experimental	24	Jupyter Notebook
78	rvndbalaji/StockMarketPrediction Stock Market Prediction using Machine Learning done as a final year...	25	Experimental	4	R
79	purefe11/StockPatchTST PatchTST-based stock ranking model trained with LambdaRank loss on KRX data....	24	Experimental	9	Jupyter Notebook
80	AaravMehta-07/LSTM-Random-Forest-XGBoost-Stock-Predictor-with-Optuna A hybrid AI-based stock market prediction system using LSTM, Random Forest,...	24	Experimental	7	Python
81	georgemuriithi/investment-portfolio-optim An investment portfolio of stocks is created using Long Short-Term Memory...	24	Experimental	35	Jupyter Notebook
82	BurakAhmet/Autonomous-Stock-Trading-Using-LSTM-Models Autonomous stock trading application using deep neural networks	24	Experimental	3	Jupyter Notebook
83	akash-kumar5/Live-Market-Regime-Classifier A real-time pipeline that uses a multi-timeframe LSTM model to classify...	24	Experimental	15	Python
84	sadamalin97/bmw-gru-forecast 📈 Forecast next-day BMW.DE prices using advanced GRU models with this robust...	23	Experimental	1	Jupyter Notebook
85	aosman101/Stock-Market-Prediction Stock Market Prediction Using LSTM Networks - This project employs LSTM deep...	23	Experimental	1	Jupyter Notebook
86	stylepatrick/trading-price-prediction Predict any stock, currency and cryptocurrency with neural network and...	23	Experimental	6	Python
87	sasankauppu3/AI-Stock-market-trend-predictor A ML model to predict if a company’s stock value will go up or down using...	23	Experimental	17	Python
88	charlesakinnurun/toyota-equity-price-predictor Applied quantitative analysis to forecast Toyota stock closing prices using...	23	Experimental	1	Python
89	devamt-014/nifty50pred NIFTY 50 5-day trend classification using Decision Tree, Random Forest and...	23	Experimental	1	Python
90	dyphen12/ada Stock Market Forecast API	23	Experimental	2	JavaScript
91	Davidpazn/DJIA-Direction-Prediction DJIA direction prediction based on news and time series	23	Experimental	2	Jupyter Notebook
92	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	23	Experimental	19	Python
93	ddayto21/Stock-Forecasting Python repository that uses time-series data from the S&P 500 to train a...	22	Experimental	20	Python
94	Pudamya/Stock_Price-Prediction_System Machine learning-based system for analyzing historical stock market data and...	22	Experimental	—	Jupyter Notebook
95	AnushreeRPoojary/AAPL-stock-prediction AAPL stock price prediction comparing LSTM+Attention, XGBoost and Temporal...	22	Experimental	—	Jupyter Notebook
96	Hishamkhashman1/stock-forecasting-lstm End-to-end stock price forecasting using LSTM models, technical indicators,...	22	Experimental	—	Python
97	Haripoorenibalaji/Stock-Price-Analyser-and-Backtesting-Engine This project displays the usage of Time Series Analysis to predict the...	22	Experimental	—	Python
98	bhulston/Time-Series-Prediction-with-LSTM-and-XGB Build an algorithm that can predict multiple future states of Limit Order...	22	Experimental	16	Jupyter Notebook
99	ektoravlonitis/Implied-Volatility-Prediction Use of LSTM to predict the implied volatility skew in financial markets	22	Experimental	12	Python
100	rafifshaf-fun/indonesian-stock-mlops An end-to-end MLOps system that predicts BUY/SELL signals for 45 Indonesian...	22	Experimental	—	Python
101	dsvdgfhg/AAPL-GRU-Stock-Forecaster 🍎 Forecast Apple stock prices using a GRU neural network with a streamlined...	22	Experimental	—	JavaScript
102	ggplayer1337/cross-asset-contagion-stress-regimes 🔍 Explore cross-asset contagion during stress regimes, analyzing Bitcoin's...	22	Experimental	—	Jupyter Notebook
103	paragon279/stock-predict Predicts stock price	21	Experimental	8	C++
104	ARMAND-cod-eng/stock-price-forecasting-lstm-2026 Stock Price Forecasting: LSTM vs ARIMA vs Moving Average \| TSLA AAPL AMZN...	21	Experimental	2	Jupyter Notebook
105	kylekaracadag/Stocks-Prediction Predicting stocks and commodity prices using Python	21	Experimental	9	Jupyter Notebook
106	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	21	Experimental	25	Python
107	DeepthiSudharsan/Stock-Prediction-using-Deep-Learning (Semester 4) Mathematics for Intelligent Systems - End Semester Project	21	Experimental	12	Jupyter Notebook
108	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。	20	Experimental	3	Jupyter Notebook
109	anthonyli01/Neural-Network-Approach-to-Implied-Volatility-Forecasting Implied volatility is a key aspect when it comes to derivatives pricing....	20	Experimental	7	Jupyter Notebook
110	mar1shell/stock-prediction A simple ML class project for predicting stock trendes as part of...	20	Experimental	1	Jupyter Notebook
111	LeonardoEmili/stock-price-forecasting Distributed stock price forecasting system to predict S&P 500 stock prices.	20	Experimental	11	Jupyter Notebook
112	CYBERDEVILZ/Stock-Market-Prediction An attempt to predict the Stock Market Price using Long Short Term memory...	19	Experimental	7	PureBasic
113	luuisotorres/FIAP-Tech-Challenge-4 A production-grade MLOps application for predicting stock prices using Long...	19	Experimental	—	Jupyter Notebook
114	TruongNV-hut/AIcandy_LSTM_Stock_iiyiedys Stock Price Prediction using LSTM	19	Experimental	43	Python
115	Syun1208/stock-price-prediction This experiment discuss about the enhanced method of stock price prediction...	19	Experimental	6	Jupyter Notebook
116	labrijisaad/Prediction-du-cours-de-Bourse Forecast Apple stock prices using Python, machine learning, and time series...	19	Experimental	9	Jupyter Notebook
117	AmirhosseinHonardoust/Stock-LSTM-Forecasting Predict stock prices using LSTM networks in PyTorch. This project covers...	18	Experimental	40	Python
118	ashendrasharma/Stock-Price-Prediction-Using-LSTM "Exploring the Dynamics of Stock Price Prediction: Harnessing the power of...	18	Experimental	11	Jupyter Notebook
119	Maksim09000/real-time-stock-predictor Real-Time Stock Predictor offers a streamlined way to analyze stock market...	18	Experimental	5	Python
120	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。	18	Experimental	23	Python
121	zanuura/deep_learning_stock_prediction Stock Prediction using LSTM and Transformers with Huge Stock Market Dataset...	18	Experimental	4	Jupyter Notebook
122	TalhaSikandar/megaman-co A fully custom LSTM-based next-day stock price predictor written from...	17	Experimental	2	Jupyter Notebook
123	soloshun/Quantitative-XAUUSD-Strategy A quantitative research project to model and predict the session dynamics of...	17	Experimental	2	Jupyter Notebook
124	PraveenLiyanage/Amazon-Stock-Forecasting-Pytorch-LSTM Amazon stock prices using a Long Short-Term Memory (LSTM) neural network...	17	Experimental	3	Jupyter Notebook
125	estcab00/inflation-prediction This repository contains the code for a research on inflation prediction...	17	Experimental	4	Jupyter Notebook
126	taradactyl27/forex_deep_sequence_prediction Research into Forex price prediction from price history using Deep Sequence...	17	Experimental	3	Jupyter Notebook
127	faisalghifari17/stock-price-prediction-using-wavelet-denoising-and-neural-network Predicting future stock price using wavelet denoising and neural network...	17	Experimental	5	Jupyter Notebook
128	HICHAMEVAAAN/Stock-Price-Prediction-And-Forecasting-Using-Stacked-LSTM--Deep-Learning 📈 Predict and forecast Apple stock prices using a Stacked LSTM model for...	16	Experimental	2	Jupyter Notebook
129	kushaljgec2025/Stock_Market_Price_Prediction_Using-RNN Stock trend and price prediction using RNN	16	Experimental	4	Jupyter Notebook
130	Projects-Developer/Google-Stock-Price-Prediction-by-Deep-Learning Top Class Stock Price Prediction Project through Machine Learning Algorithms...	16	Experimental	58	Jupyter Notebook
131	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
132	Reza-Rezvan/LSTM_HHO An LSTM model optimized with Harris Hawks Optimization (HHO) for...	16	Experimental	11	Python
133	aszkiel71/Stock-Return-Prediction Quantitative Stock Return Prediction	16	Experimental	9	Jupyter Notebook
134	Jeet-Lohar-itzJeeSKUULL/Stock-Market-Predictor-Analysis-Dashboard End-to-end stock market analytics system integrating Power BI dashboards...	16	Experimental	11	Python
135	Karthik-02/nifty-50-MLproject The NIFTY 50 is a benchmark Indian stock market index that represents the...	16	Experimental	4	HTML
136	teddybryant/AI-Social-Media-Marketing-Stock-Predictor An PyTorch AI that uses company social media marketing data to predict that...	15	Experimental	2	Python
137	Coderixc/AlgorithmAiMl AI for Stock Market Prediction \| This project will serve as a...	15	Experimental	1	Python
138	virajbhutada/google-stock-price-forecasting-lstm Analyzing and predicting Google's stock prices through detailed data...	15	Experimental	6	Jupyter Notebook
139	TheQuantScientist/FeatureEngineering-BiLSTM [MDAI 2024] The official repo for the paper: "Transforming Stock Price...	15	Experimental	6	Jupyter Notebook
140	ArianJr/google-stock-price-forecasting-lstm A fully documented LSTM-based time-series forecasting project for predicting...	15	Experimental	—	Jupyter Notebook
141	pedrovivaldi/stock_predictor Stock predictor using Neural Network	15	Experimental	1	Java
142	username4377/Tesla_Stock_Price_Prediction 📈 Predict Tesla closing stock prices using XGBoost and time-series data for...	14	Experimental	—	Jupyter Notebook
143	ImtiazShuvo/stock-price-forecasting-deep-learning Stock price forecasting using machine learning and deep learning models...	14	Experimental	—	Jupyter Notebook
144	Prajit-Rahul/Transformer-Based-Multi-Modal-Stock-Market-Prediction Multi-modal stock forecasting with transformers, sentiment signals, and...	14	Experimental	—	Jupyter Notebook
145	navanodonavan/Transformer_Based_Follow_Through_Prediction_ML_MSAAI590 Transformer based follow through prediction for intraday trading	14	Experimental	—	Jupyter Notebook
146	VashuTheGreat/Stock-Market-Investment-Analyser-Predictor AI powered stock market analysis and investment suggestion system using deep...	14	Experimental	—	Python
147	ahmad-masud/Quant-Market-Predictor 📈 Quant Market Predictor is a Python tool designed to predict stock prices...	14	Experimental	9	Python
148	CodeByPinar/Samsung_Stock_Analysis_Forecasting_and_Volatility_Analysis A comprehensive analysis and forecasting project for Samsung stock data,...	14	Experimental	9	Python
149	TakuGutu/Stock-Price-Prediction Machine learning models to predict days when a stock's price will go up.	14	Experimental	—	Jupyter Notebook
150	danuah/prices-predictor-system 📈 Predict future prices using this efficient system, enabling informed...	14	Experimental	—	—
151	bnquys/stock-trend-prediction This is repository for stock trend prediction	14	Experimental	—	—
152	gaeldatascience/apple-stock-prediction Predicting whether Apple’s closing price will go up or down on the next...	14	Experimental	3	Jupyter Notebook
153	5Swati5/Analyzing-the-stock-prices-using-Deep-Learning-Algorithms Time series ase studies are one of the most challenging problems in finncial...	14	Experimental	1	Jupyter Notebook
154	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
155	Gyldenn/order-book-trend-predictor GRU neural network for predicting short-term price direction from...	14	Experimental	—	Python
156	shauryya28/tcs_stock_price_prediction Financial time-series modeling of TCS stock using feature engineering (OHLC,...	14	Experimental	—	Jupyter Notebook
157	tanishq-ctrl/BIG4-UAE-BANKS-Stock-Price-Prediction This repository combines rigorous data preprocessing, advanced feature...	13	Experimental	8	Jupyter Notebook
158	SevilayMuni/Multivariate-TimeSeries-Forecast-LSTM-Apple-Google-Stocks Complete guide to create robust LSTM models for forecasting stock price	13	Experimental	6	Jupyter Notebook
159	Sherwin-14/Nasdaq_Explorer NASDAQ Explorer is an application designed to forecast stock prices for...	13	Experimental	6	HTML
160	SedatDikbas/aefes-time-series-forecasting Bu proje, Anadolu Efes Biracılık ve Malt Sanayii A.Ş. (AEFES) piyasa...	13	Experimental	2	Jupyter Notebook
161	halilvibrahim/stock_movement Stock Movement Prediction Using Mamba And Ensemble Learning	13	Experimental	2	Jupyter Notebook
162	GesangPJ/skripsi-prediksi-harga-saham-deeplearning-lstm Skripsi Prediksi Harga Saham Menggunakan Deep Learning LSTM oleh Gesang Paudra Jaya	13	Experimental	7	Jupyter Notebook
163	0904-mansi/Forecasting-Stock-Market-Prices Analyzing the stock quotes and forecasting the prices on the basis of...	13	Experimental	6	Python
164	jazzmine-p/weather-forecast-automated-trading Recurrent neural networks (LSTM) trained on weather data to predicts daily...	13	Experimental	8	Jupyter Notebook
165	martostwo/Hybrid_Model_DTT_RNN This model combines Deep Temporal Transformers with LSTM and GRU to predict...	13	Experimental	8	Jupyter Notebook
166	gianlucamazza/FTSP-keras Financial Time Series Prediction Using LSTM	12	Experimental	3	Python
167	DharshanSR/MLP-Neural-Network R code for exchange rate prediction using Multilayer Perceptron (MLP) models...	12	Experimental	4	R
168	Contractor-x/STOCK-ML-MODEL SImple Machine Learning	12	Experimental	4	—
169	A-baoYang/ml-dl-stock-strategy Notes of stock prediction and trading strategy using machine learning and...	12	Experimental	4	—
170	mkpg/Stock-Price-Prediction-using-XGBoost-and-LSTM-HYBRID- using the hybrid of LSTM and XGBoost for stock prediction	12	Experimental	1	HTML
171	imehranasgari/DL_TimeSeries_Forecasting_GluonTS_DeepAR_ARIMA_yfinance A project implementing and comparing deep learning models (RNN, LSTM,...	12	Experimental	1	Jupyter Notebook
172	DevAime/kes-usd-forex-timeseries A comprehensive statistical and machine learning analysis of the Kenyan...	12	Experimental	1	Jupyter Notebook
173	abhay-lal/Asset-bubble Project helps the investors using a predictive analytics model or providing...	12	Experimental	4	Jupyter Notebook
174	paulms77/BiLSTM-StockPrediction-Algorithm 양방향 LSTM 기반 주가 예측 알고리즘 논문 연구 코드입니다.	12	Experimental	4	Jupyter Notebook
175	ashadsmh/MarketMind MarketMind predicts NASDAQ stock trends using PyTorch LSTMs, with...	11	Experimental	—	Python
176	sayid-alt/usd-idr-forecasting CNN-GRU & CNN-LSTM Model for Forecasting USD/IDR Time Series 📈	11	Experimental	—	Python
177	DanTCIM/ASOP_RNN Actuarial Standards of Practice Dreaming Model using Recurrent Neural Network	11	Experimental	2	Jupyter Notebook
178	SOSPETER03/tesla-stock-forecasting Predictive modeling of Tesla stock prices using AR, MA, ARIMA, and LSTM...	11	Experimental	—	HTML
179	Zaid-Al-Habbal/stock-trends-predictor A deep learning project aim to predict stock trends after 30 days	11	Experimental	—	Jupyter Notebook
180	PradyXd/Indian-IPO-Deep-learning-classification-model This project aims to build a deep learning classification model to predict...	11	Experimental	—	Jupyter Notebook
181	Vaibhavkkm/tsla-stock-prediction-lstm LSTM-based model for predicting Tesla (TSLA) stock prices using historical...	11	Experimental	—	Jupyter Notebook
182	abdulrehmangujjar777/Pridict-Future-Stock-Prices An end-to-end Machine Learning project to pridict Future Stock Prices using...	11	Experimental	—	Jupyter Notebook
183	RohitDusane/Stock-Price-Prediction-Simple-RNN This repos demonstrates building a Simple RNN in Keras to forecast...	11	Experimental	—	Jupyter Notebook
184	aliahmad552/stock-price-prediction Stock Price Prediction using deep learning (lstm,bilstm and gru) on...	10	Experimental	4	Jupyter Notebook
185	getmeaname/lstm-stock-prediction In this project, we leverage state-of-the-art Long Short-Term Memory (LSTM)...	10	Experimental	1	Jupyter Notebook
186	Agnij-Moitra/QFinance A stock market price predictor, which uses Scikit learn. It takes the open,...	10	Experimental	1	Jupyter Notebook
187	abhisheksrvt/share-price-prediction-lstm This repository contains a script for forecasting stock prices using Long...	10	Experimental	1	Python
188	kartikeyasaran/Stock-Price-predicator Stock Price Prediction Using Machine Learning and libraries like tensorflow,...	10	Experimental	1	Python
189	NI3singh/Solana-Data-Analysis 📊 Solana Price Data Analysis — A comprehensive end-to-end data pipeline for...	10	Experimental	4	Jupyter Notebook

Comparisons in this category

Stock-Prediction-Models and Deep_Learning_Machine_Learning_Stock (51 vs 44) Stock-Prediction-Models and StockPricePrediction (51 vs 44) Stock-Prediction-Models and stock-prediction-deep-neural-learning (51 vs 49) Stock-Prediction-Models and stock-trading-ml (51 vs 44) Stock-Prediction-Models and Stock-Prediction-Neural-Network-and-Machine-Learning-Examples (51 vs 41) Stock-Prediction-Models and stocker (51 vs 49) stocker and StockPricePrediction (49 vs 44) stock-prediction-deep-neural-learning and time-series-forecasting-tensorflowjs (49 vs 41) stock-prediction-deep-neural-learning and stocker (49 vs 49) Stock-Price-Trade-Analyzer and stock-trading-ml (51 vs 44)