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Bhupesh Srivastava's Projects

credit-card-approval icon credit-card-approval

The dataset includes credit card transactions performed by European cardholders in September 2013. We have 492 frauds out of 284,807 transactions in our dataset of transactions that took place over the course of two days. The dataset is very skewed, with frauds making up 0.172% of all transactions in the positive class.

dog-breed-prediction-deep-learning icon dog-breed-prediction-deep-learning

This dataset of dog pictures is a given. The label (breed category) of an image serves as the name of a subfolder in the training dataset. For instance, the breed category 9 is home to all of the photos in subfolder 9. The categorization of the dog photos in the test dataset must be predicted.

fastai icon fastai

The fastai deep learning library

healthcareaccesibility-tableau icon healthcareaccesibility-tableau

In this project my main objective is to identfy what are the main constraints for the global poor ranking of US heath care accessibility.

housing-price-prediction icon housing-price-prediction

In this project I analysed and predicted housing value in a volatile market over a four years window. The dataset is from kaggle.com, including the characteristics of sold houses and the microeconomics indexes. While cleaning the data, we use ggplot to plot variables, making 24 graphs (including one interactive plot).

opencv icon opencv

Open Source Computer Vision Library

snake-game icon snake-game

This is a classic Snake game built using Python and Pygame library. The objective of the game is to move a snake around the screen and eat as many food items as possible while avoiding collision with walls and the snake's own body.

spacy icon spacy

💫 Industrial-strength Natural Language Processing (NLP) in Python

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

turtle-race icon turtle-race

This is a simple game built using Python and the Turtle graphics library. The objective of the game is to move a turtle around the screen and collect as many coins as possible while avoiding obstacles.

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