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Saumya Mundra's Projects

afm icon afm

This is novel noisy-robust Attentive Feature MixUp method.

coca-contrastivecaptioners icon coca-contrastivecaptioners

This is an implementation of Contrastive Captioner. The aim is to train self supervised representation learning model from scratch to compare performances of various ssl methods such as masked modelling, contrastive learning, non contrastive learning, language supervision.

coding_ninjas icon coding_ninjas

This will have all the solutions to the Introduction to Python, Data Structures, and Algorithms course's problems by Coding ninjas. Star the repo if you like it.

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

cs50-ai-project0-tictactoe icon cs50-ai-project0-tictactoe

AI Python application using Minmax adversial search algorithm for playing tic tac toe against a computer. It is impossible to beat it.

data-analytics-projects icon data-analytics-projects

This repository contains the projects related to data collecting, assessing,cleaning,visualizations and analyzing

deep-learning-resources icon deep-learning-resources

This is a list of resources curated from the Slack channel for Udacity's first phase of AI Track scholarship challenge

dsa-bootcamp-java icon dsa-bootcamp-java

This repository consists of the code samples, assignments, and the curriculum for the Community Classroom complete Data Structures & Algorithms Java bootcamp.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

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