Aman Kumar Raj's repositories

EV-Enrouting

Find optimal path for electric vehicle using spatial information.

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3DText

This is a unity package, which creates 3D text in unity.

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Bit_Mesra_ML_Hackathon-2nd-place-Soln-

This repository contains the code for our 2nd Place solution to the SDS BIT Mesra - ML Contest on Liver Disease Prediction hosted on DPhi.

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Image-Feature-extraction-using-Reinforcement-Learning

In this project we use Reinforcement Learning to extract features from an image.

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Cat-vs-Dog-Binary-Classifier

In this project, We use transfer learning to create a Cat or not Cat binary classifier.

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ML_algos_from_scratch

This repository contains Machine Learning algorithms implementation from scratch.

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Product-Recommender

This project is part of Product Recommender Hackathon of UNIV.ai.

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Search-Engine

In this project I built a search tool (a small retrieval system) using Boolean retrieval method for cranfield dataset. and apply various queries with conjunction, disjunction and negation of terms. Here we also have to see the effectiveness of our implementation using MAP and Precision Recall graph for 1.without stemming 2.with stemming 3. zone indexes for title and body text fields and come up with optimal weights.

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tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

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TPS

Tabular Playground Series Kaggle Competitions

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TPS-Oct-2021

Tabular Playground Series-Oct 2021

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Working-With-Different-File-Formats-

In this project, We will learn to work with different file formats like csv,json,xml,ods and many more.

ar8372

Config files for my GitHub profile.

COLAME

This is a 3D game made with unity. In this person has to move on bridge without colliding with different color obstacle along with collecting coins.

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CutMix-Regularization-Strategy-to-Train-Strong-Classifiers-with-Localizable-Features

Through this project we will try to understand CutMix by implementing it on a simple problem of cat-vs-dog classification.

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FIRST_AID

This is a first aid app which provides accurate first aid regarding given emergency condition.

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HalloweenNight

This is a unity game based on halloween night theme.

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uninformed_search

Uninformed search is a class of general-purpose search algorithms that operates in brute force-way. Here we have solved two problems Missionary and Cannibal Problem, Rabbit Leap Problem.

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ZIG-ZAC

This is a 3D game made with unity.

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Framework3

Framework3 is a super-simple and robust ML Pipeline for tabular and image competition. The purpose of this is to make the process not too abstract, so that the user can have full control over it.

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N-Armed-Bandit

It is a classical Reinforcement Learning problem.

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codepulse

Measure execution time for each line of a code.

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CreativeCaptions.ai-Language-model-that-can-create-creative-captions

Language Model that creates catchy, exciting, innovative, captivating, creative and engaging captions instead of just a description of the picture.

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efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

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Github-Automated-Analysis

This repository helps find most complex repository of a user not just based on file structure but rather code complexity presence of nested loops , coupling and cohesions between classes and modules etc.

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linkifile

Empowering Effortless Data Linking

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Optimization-SteepestDescent-vs-GradientDescent

Through this project we will try to understand working of Steepest-Descent and Gradient-Descent method and the differences between them.

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scipy

SciPy library main repository

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