Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for deep learning stock
deep-learning
x
stock
x
50 search results found
Stock Prediction Models
⭐
6,233
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
Financial Machine Learning
⭐
5,277
A curated list of practical financial machine learning tools and applications.
Bulbea
⭐
1,203
🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
Alphapy
⭐
1,003
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Deep Finance
⭐
942
Datasets, papers and books on AI & Finance.
Awesome Deep Trading
⭐
799
List of awesome resources for machine learning-based algorithmic trading
Q Trader
⭐
760
Deep Q-learning driven stock trader bot
Trading Bot
⭐
758
Stock Trading Bot using Deep Q-Learning
How To Predict Stock Prices Easily Demo
⭐
699
How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube
Stock_market_reinforcement_learning
⭐
630
This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
Deepstock
⭐
464
Technical experimentations to beat the stock market using deep learning 📈
Stockprediction
⭐
461
Data and code of my Medium story on stock prediction with TensorFlow
Stock Price Prediction Lstm
⭐
425
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
Stock Analysis Engine
⭐
414
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
Real Time Stock Market Prediction
⭐
395
In this repository, I have developed the entire server-side principal architecture for real-time stock market prediction with Machine Learning. I have used Tensorflow.js for constructing ml model architecture, and Kafka for real-time data streaming and pipelining.
Stock Prediction Deep Neural Learning
⭐
385
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
Deep Reinforcement Stock Trading
⭐
382
A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
Test Stock Prediction Algorithms
⭐
338
Use deep learning, genetic programming and other methods to predict stock and market movements
Lstm_rnn_tutorials_with_demo
⭐
268
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
Deep Rl Trading
⭐
248
playing idealized trading games with deep reinforcement learning
Stock Trading Ml
⭐
238
A stock trading bot that uses machine learning to make price predictions.
Deeptrade
⭐
211
A LSTM model using Risk Estimation loss function for stock trades in market
Deep Reinforcement Learning In Stock Trading
⭐
188
Using deep actor-critic model to learn best strategies in pair trading
Stocks Prediction Machine Learning Realtime Tensorflow
⭐
184
Predict operation stocks points (buy-sell) with past technical patterns, and powerful machine-learning libraries such as: Sklearn.RandomForest , Sklearn.GradientBoosting, XGBoost, Google TensorFlow and Google TensorFlow LSTM..Real time Twitter:
Deep Portfolio Management Reinforcement Learning
⭐
118
This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.
Event Driven Stock Prediction Using Deep Learning
⭐
108
A deep learning method for event driven stock market prediction. Deep learning is useful for event-driven stock price movement prediction by proposing a novel neural tensor network for learning event embedding, and using a deep convolutional neural network to model the combined influence of long-term events and short-term events on stock price movements
Stock Price Predictor
⭐
107
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
Nlp_papers
⭐
104
NLP papers applicable to financial markets
Stock Market Scraper
⭐
104
Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)
Reinforcement_learning_financial_trading
⭐
84
MATLAB example on how to use Reinforcement Learning for developing a financial trading model
Stock Volatility Google Trends
⭐
70
Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf
Time Series Forecasting Tensorflowjs
⭐
69
Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework
Deep Learning In Asset Pricing
⭐
64
https://arxiv.org/abs/1805.01104
Trading Stock Thailand
⭐
64
Stock Price Trade Analyzer
⭐
60
This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.
Chase
⭐
58
Automatic trading bot (WIP)
Strtsmrt
⭐
57
Stock price trend prediction with news sentiment analysis using deep learning
Dlquant
⭐
49
Applying Deep Learning and NLP in Quantitative Trading
Time Series Transformer
⭐
44
A data preprocessing package for time series data. Design for machine learning and deep learning.
Stock_price_prediction_with_rnns
⭐
42
Implemented Recurrent Neural Networks in Keras with candlestick stock price information to predict future price movement.
Stockforecast
⭐
42
🎯 predict the price trend of individual stocks using deep learning and natural language processing
Sparkdeepmlpgadow30
⭐
36
A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib)
Rnn Stocks Prediction
⭐
30
Another attempt to use Deep-Learning in the financial markets
Tesla Stocks Prediction
⭐
29
The implementation of LSTM in TensorFlow used for the stock prediction.
Startrader
⭐
28
This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.
Stock2vec
⭐
26
Variational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history
Paper Implementation Dstp Rnn For Stock Prediction Based On Da Rnn
⭐
24
基於DA-RNN之DSTP-RNN論文試做(Ver1.0)
Stock Prediction
⭐
22
Implementation of stock technical indicators and deep LSTM for closing price 30-day lookahead predictions (for learning purposes only).
Stock Predictor V4
⭐
21
A reinforcement learning model specialized in stock prediction utilizing deep learning techniques, incorporating reward mechanisms, compatible with any machine equipped with Python.
Stock Market Probabilities Deep Learning
⭐
20
Tries to predict if a stock will rise or fall with a certain percentage through giving probabilities of what events it thinks will happen.
Neuroevolutionmarkettrader
⭐
19
Neuro evolution agent to buy and sell stocks atumatically
Tutorials
⭐
19
Machine Learning Tutorials & Fundamentals
Stock_market_reinforcement_learning
⭐
19
Stockdl
⭐
16
A financial deep learning library for stocks price prediction and comparison with traditional investment strategies. The Library is based on LSTM-Neural Networks and Conv1D + LSTM Neural Networks. Investments are subject to market risks, The AUTHOR HOLDS NO RESPONSIBILITY for any financial loss.
Deeplearning For Quant
⭐
16
本项目为深度学习在多因子量化选股中的一种实践
Forecast Of Time Series With Stock Data
⭐
16
Comparative Analysis of Techniques for Forecasting Time Series in Financial Markets
Twse Captcha Solver Dl4j
⭐
15
A deeplearning based captcha solver for http://bsr.twse.com.tw/bshtm/
Stockey.ai
⭐
15
Stock Prediction API Based on Tensorflow Framework
Alfred
⭐
15
💰 Interactive dashboard for Stock Market Investments
Infinalys2
⭐
15
An AI capable of doing predictions on stocks on multiple time intervals
Deep_trading
⭐
14
This project aims to select a supervised algorithm that can predict stock prices basing on historical data and use the predictor generated to form trading strategies.
Ml_nanodegree_deepqtrader
⭐
14
Capstone Project for the Machine Learning Nanodegree. Used Deep Q Learning to create an agent that trade stocks.
Stock_price_movement_prediction_rnn_cnn_ffnn
⭐
12
The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using transaction data from the Limit Order Book (LOB).
Predicting The Closing Stock Price Of Apple Using Lstm
⭐
10
In this project we will be looking at data from the stock market, particularly some technology stocks. We will learn how to use pandas to get stock information, visualize different aspects of it, and finally we will look at a few ways of analyzing the risk of a stock, based on its previous performance history.
Stock Market Predictions
⭐
10
Predicting the stock market opening values using Deep learning's Model Recurrent Neural Networks which is a very powerful model.
Final Year Machine Learning Stock Price Prediction Project
⭐
9
Final Year B.tech Project on Machine Learning Stock Prediction through Deep Learning
Simple Stocks Deep Learning
⭐
9
Use deep learning to predict future stock prices
Event Embedding Stock Prediction
⭐
8
Model news data in short, medium and long term for stock price trend prediction
Stock_market
⭐
8
Zfundpredictor
⭐
8
A Fund Price Prediction Framework (LSTM-based, web scraping included) 天天基金网爬虫+基金预测
Bert_stock_forecasting
⭐
8
Stock price forecasting stuff with BERT
Deep Learning Stocks
⭐
8
Ntua Multi Criteria Decision Analysis
⭐
7
📈Multiple-Criteria Decision Analysis (MCDA) techniques enhanced with Deep Learning Techniques to solve a Securities Selection (Stocks) problem
Trade Rl
⭐
7
Learn to use reinforcement learning to maximize the profit gained from a trade.
Deep Learning Note
⭐
7
Some notes and code test about Deep Learning
Stock_price_predictor
⭐
7
Stock Price Predictor with Deep Learning
Agent Trade
⭐
6
Deep Reinforcement Learning system for trading the SPDR S&P 500
Yacht
⭐
6
Order execution in the financial markets using Deep Reinforcement Learning.
Go Iex
⭐
6
IEX Cloud API client in Go
Convolutional_autoencoder
⭐
5
A convolutional auto-encoder for compressing time sequence data of stocks.
Predict Stock With Lstm
⭐
5
LSTM network that predicts stock momentum
Related Searches
Python Deep Learning (19,974)
Jupyter Notebook Deep Learning (10,328)
Deep Learning Pytorch (6,767)
Deep Learning Neural Network (5,801)
Deep Learning Tensorflow (5,720)
Deep Learning Convolutional Neural Networks (4,142)
Network Deep Learning (3,532)
Deep Learning Computer Vision (3,365)
Deep Learning Keras (3,213)
Deep Learning Artificial Intelligence (2,898)
1-50 of 50 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.