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Hola πŸ‘‹, I'm Anshul Singh

A passionate Software Developer from India

anshulsingh8101

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Anshul Singh's Projects

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

car-price-prediction-web_app icon 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.

cotton-disease-prediction-web_app-transfer-learning icon cotton-disease-prediction-web_app-transfer-learning

Using transfer learning to predict if there exists a cotton disease in the plant or not. The best were the inceptionv3 model and the ResNet50 model and then finally made a model for the web using flask for an end-to-end deployment of this project.

finger_count icon finger_count

Finding the number shown up using opencv, that which number is actually being held up.

flight-fare-web-app-with-priceprediction icon 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.

forecasting_sales_for_future icon 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.

gym-fraud_deep-reinforcement icon gym-fraud_deep-reinforcement

πŸ’³ Creates a new gym environment for credit-card anomaly detection using Deep Q-Networks (DQN) and leverages Open AI's Gym toolkit to allocate appropriate awards to the RL agent.

javascript-algorithms icon javascript-algorithms

πŸ“ Algorithms and data structures implemented in JavaScript with explanations and links to further readings

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