Aman Kumar Raj's repositories
EV-Enrouting
Find optimal path for electric vehicle using spatial information.
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.
Image-Feature-extraction-using-Reinforcement-Learning
In this project we use Reinforcement Learning to extract features from an image.
Cat-vs-Dog-Binary-Classifier
In this project, We use transfer learning to create a Cat or not Cat binary classifier.
ML_algos_from_scratch
This repository contains Machine Learning algorithms implementation from scratch.
Product-Recommender
This project is part of Product Recommender Hackathon of UNIV.ai.
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.
TPS-Oct-2021
Tabular Playground Series-Oct 2021
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.
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.
HalloweenNight
This is a unity game based on halloween night theme.
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.
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.
N-Armed-Bandit
It is a classical Reinforcement Learning problem.
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.
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
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.
linkifile
Empowering Effortless Data Linking
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.
scipy
SciPy library main repository