Anshul Singh's repositories
Flight-Fare-Web-App-with-PricePrediction
A Web App that helps to predict the price of the Airplane based on the destination date, travel day, source, destination, and which flight the user prefers. I have used the Random Forest model with hyperparameter tuning which gave me the best results for the predictions.
Tiingo-stock-using-Stacked-LSTM
Made the stock prices to be predicted from a 5 years dataset from TIINGO of APPLE company and worked on the next 30-day prediction. The final output made after applying 3 stacked layers of LSTM and a dense layer gave me a model with a rmse value of 284.
Forecasting_Sales_For_Future
Applying the ADfuller test on the Perrin-Freres-monthly-champagne dataset to check whether my data is stationary or not and eventually applying differencing method and creating 23 months extra date, to use it for the Sarimax model to predict sales for the next 23 months on the p,d, q values respectively.
Stock_prediction_from_news_headlines-NLP
Implemented N.L.P. applications with random forest classifier, CatBoostclassifier, and XGBoost classifier models, with and without hyperparameter tuning, to predict whether the news headlines given as input will have a negative or positive impact on the stocks based on the closing index.
anshulsingh.github.io
This is my personal website
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Car-Price-Prediction-web_app
When a user inputs certain details about the car of his choice on the web application made through flask, then he can eventually get the price predicted for him on that basis by the model.
coding-interview-university
A complete computer science study plan to become a software engineer.
Credit_Card-Risk-assessment
This ipynb file is having the timer and the XGboost for quick cut-paste.
developer-roadmap
Roadmap to becoming a web developer in 2021
front-end-interview-handbook
🕸 No-bullshit answers to the famous h5bp "Front-end Job Interview Questions"
javascript-algorithms
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
public-apis
A collective list of free APIs for use in software and web development.
Sentiment-Analysis
Upload any sentence in the read.txt file and it will tell the emotion of the entire sentence.
Tution-Management-System
DBMS PROJECT