price-prediction
There are 12 repositories under price-prediction topic.
omerbsezer / LSTM_RNN_Tutorials_with_Demo
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
Language:Python 624panditanvita / BTCpredictor
Bitcoin price prediction algorithm using bayesian regression techniques
Language:Matlab 314hzjken / HFT-price-prediction
A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.
Language:Python 126Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach: A novel algorithmic trading model CNN-TA using a 2-D convolutional neural network based on image processing properties.
Language:Java 93jieyima / Cryptocurrency_Investment_Analysis_and_Modeling
Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.
Language:Jupyter Notebook 65A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib)
Language:Java 61rahuldkjain / Crop_Prediction
ApnaAnaaj aims to solve crop value prediction problem in an efficient way to ensure the guaranteed benefits to the poor farmers. The team decided to use Machine Learning techniques on various data to came out with better solution. This solution uses Decision Tree Regression technique to predict the crop value using the data trained from authentic datasets of Annual Rainfall, WPI Index for about the previous 10 years. This implementation proved to be promising with 93-95% accuracy.
Language:HTML 55TatevKaren / 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)
Language:Python 50ZxZ7 / ZFundPredictor
A Fund Price Prediction Framework (LSTM-based, web scraping included) 天天基金网爬虫+基金预测
Language:Python 40Zaczero / btcpredict
📈 Bitcoin bull run peak prediction project (price and date)
Language:Python 37Jackmzw / Price_Prediction_LOB
Deep learning for price movement prediction using high frequency limit order data
Language:Python 36x4nth055 / price-prediction
Predicting different market prices using Deep Learning and Recurrent Neural Networks
Language:Python 36dannychua / Electricity-Price-Predictor
Harvard CS109: A predictive model for electricity prices in the midwest, and more specifically, the prices of nodes where nuclear plants are located
Language:Jupyter Notebook 35A new stock trading and prediction model based on a MLP neural network utilizing technical analysis indicator values as features (using Apache Spark MLlib)
Language:Java 35curiousily / Deploy-Keras-Deep-Learning-Model-with-Flask
Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine
Language:Jupyter Notebook 34Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)
Language:Python 34hklchung / StockPricePredictor
An S&P500 Stock Index Movement Predictor built with Machine Learning models
Language:Jupyter Notebook 32donghyeonk / han
TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction", WSDM 2018
Language:Python 28vikrantarora25 / Car-Price-Prediction-Highly-Comprehensive-Linear-Regression-Project-
A Linear Regression model to predict the car prices for the U.S market to help a new entrant understand important pricing variables in the U.S automobile industry. A highly comprehensive analysis with detailed explanation of all steps; data cleaning, exploration, visualization, feature selection, model building, evaluation & MLR assumptions validity.
Language:Jupyter Notebook 26francescopisu / UsedCarPricePrediction
🚗 Solving the problem of predicting the price of a used car using Sklearn's supervised machine learning techniques.
Language:Jupyter Notebook 24MainakRepositor / Bikely
Buy a second-hand bike at the best price
Language:Python 21avneesh1mehta / Cryptocurrency-Price-Predictor
Uses Facebook Prophet to analyze time-series data and make predictions on cryptocurrency prices
Language:Jupyter Notebook 20sahilnanda1995 / CryptoAITrader
This repo contains backtesting scripts for various models(mainly LSTM) using different type of datasets to predict bitcoin price. Upto 98.7% accuracy, but let me tell you it’s not enough to generate profits on a regular basis ;)
Language:Python 18albert-espin / bitcoin-prediction
Bitcoin Price Prediction using Recurrent Neural Networks
Language:Python 15priyanshux / cryptopy
Cryptocurrency price prediction and recommendation
Language:Jupyter Notebook 13Defcon27 / Data-Analysis-of-Indian-Automobile-dataset-using-Machine-Learning-in-R
The project aims to perform various visualizations and provide various insights from the considered Indian automobile dataset by performing data analysis that utilizing machine learning algorithms in R programming language.
Language:R 11jacobazoulay / battery-optimization
Battery charging schedule optimization to minimize lithium-ion battery degradation.
Language:Jupyter Notebook 11- airbnb
amac-lfc / airbnb
Real Estate Price Prediction using Linear Regression and XGBoost. Geo-Spatial analysis using OSMnx & OpenRouteService and visualization with Folium.
Language:Jupyter Notebook 10 andreybicalho / bitcoin-prediction
Deep Learning Applied To Bitcoin Price Prediction.
Language:Python 9- StockerDataframe
0xpranjal / StockerDataframe
A python package for better analysis of the Stock Market.
Language:Python 8 Ali619 / Bitcoin-Price-Prediction-LSTM
A Model to Predict any kind of price such as Crypto price or Stock price using LSTM network and python
Language:Jupyter Notebook 8boratutumluer / airbnb-prediction-project
:world_map: Istanbul Airbnb Price Prediction on Interactive Map
Language:Python 8kavehbc / market-forecast
Cryptocurrency & Stocks Exchange Market Forecast (Predictive AI)
Language:Python 8raunak-r / data-science-notes
A collection of data science concepts, datasets, industry-applications, walk-through's & notes. See ISSUES tab for in-depth studies by topics.
Language:Jupyter Notebook 8StephanAkkerman / crypto-forecasting-benchmark
This repository contains the codebase used in the research conducted for the paper titled "Benchmarking Cryptocurrency Forecasting Models in the Context of Data Properties and Market Factors." The study involved a rigorous assessment of thirteen different time series forecasting models over twenty-one cryptocurrencies and four distinct time frames.
bellmcp / Machine-Learning-Price-Prediction
A machine learning model to predict the selling price of goods.
Language:Jupyter Notebook 6