anmolkamath's Stars
jaungiers/LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
Rajat-dhyani/Stock-Price-Predictor
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
tencia/stocks_rnn
Stock price prediction with LSTMs in TensorFlow
dzitkowskik/StockPredictionRNN
High Frequency Trading Price Prediction using LSTM Recursive Neural Networks
mldriven/Stock-Price-Prediction-via-Bi-Directional-LSTM
The models are assessed on a freely accessible dataset from yahoo finance including the historical stock prices of Tata Motors, HDFC, and Reliance of National Stock Exchange (NSE) of India.
soms98/Stock-Price-Prediction-Time-Series-LSTM-Model-Keras-Tensorflow
This is a model that has been trained on historical data obtained from Yahoo Finance. The data set comprises of all data records starting from the launch date of this stock in India (1996). This model aims to pick up key trends in the stock price fluctuations based on Time Series mapping. It is able to render predictions for the upcoming time period. The accuracy as obtained on the training data-set is about 90 percent and it successfully demonstrates key trends. It can be simulated on any stock in the market provided their historical data is made available. (One could use the yfinance API or download manually). Keras is used extensively along with Tensorflow for training. The model features 100 epochs of Base size 64. The training time depends on the hardware being used by the user. It is advisable to be performed on Google Colaboratory. For any issues/suggestions write to somshankar97@gmail.com
scorpionhiccup/StockPricePrediction
Stock Price Prediction using Machine Learning Techniques
Rajat-Gouda/Stock_Price_Prediction_Using_Machine_Learning_And_Deep_Learning_Techniques
In economics, business and technology, predictive analysis of the time series data is an essential aspect. Traditionally, so many methods exist to efficiently predict the next lag of time series data. The main aim of the research is to investigate the functionality of the stock exchange in the improvement of the Indian economy utilizing the time series data of various industrial sectors from the years 2000 to 2020 and to conduct the comparative time series analysis of machine learning models like ARIMA, ARIMAX and recurrent neural network model like LSTM. The results of the research show that ARIMAX model has outperformed the ARIMA and LSTM models. Also, from this analysis, it can be understood that the performance of the LSTM model is better for the larger datasets. In addition, it was observed that increasing the number of epochs does not impact the performance of the LSTM model and showed a purely random behavior. The addition of exogenous features to the Auto ARIMA model is commonly called as ARIMAX model. This addition of exogenous features like date time features to the stock price data improvises the performance of the ARIMAX model.
Sampad-Hegde/Stock-Price-Prediction-Using-Deep-Neural-Network
Indian Stock Market Prediction using Deep Neural Network i.e, Recurrent Neural Network like LSTM. You Can Select any Indian Company or that should be listed in NSE for training and testing the Model.
achyutghosh/Stock-Price-Prediction-Using-LSTM-on-Indian-Share-Market
Stock Price Prediction Using LSTM on Indian Share Market
parthanand-in/Stock-Price-Prediction-Application
Stock Price Prediction Application can predict stock prices whether Indian or international Stock's
h-hrithvik/Stock-Prediction
Gonna predict stock prices for Indian market
Anbulenin/Indian-stock-price-prediction
janithmehta/StockMarketPrediction
This is a webapp which predicts stock prices for Indian stock markets(can be used for other stock markets as well) using both fundamental and technical analysis
adithyapaib/VTU5thSem
salekin02/blood-donation-system
sumitkumar1503/bloodbankmanagement
Blood Bank Management System || Python Django
RupinderRoop/BloodBank
Online Blood Bank in php
Deepak2607/Blood-Donation-Management-system
https://bloodonline.000webhostapp.com
varunsardana004/Blood-Bank-And-Donation-Management-System
An Online System built for the Blood Donation Organisation to manage the Blood Bank System in which Blood Donors can willingly give their name and the Person in need of blood can find whether the Blood is available or not.