ambirpatel

Ambir's repositories

Object-Localization-using-Deep-Reinforcement-Learning

We have trained an intelligent agent that draws bounding boxes around an object in the image. This implementation combines CNN, DQN, and SVM to detect an object in an image. The algorithm extract features from CNN which are fed to DQN to train an agent to localize the object and this localized object is categorized using the SVM model.

Language:Python10 20

Kernighan-Lin-Scratch-code-for-graph-partitioning

The Kernighan–Lin algorithm is a heuristic algorithm for finding partitions of graphs. The algorithm has important applications in the layout of digital circuits and components in VLSI.

Language:Python5 10

AnalyticsVidhya-India-ML-HiringHackathon2019

Given the information like mortgage details, borrowers related details and payment details, our objective is to identify the delinquency status of loans for the next month given the delinquency status for the previous 12 months (in number of months).

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Code

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Complex-Networks-Codes

A complex network is a graph (network) with non-trivial topological features—features that do not occur in simple networks such as lattices or random graphs but often occur in graphs modelling of real systems.

Language:R010

Genetic-Algorithm-Scratch-Codes

Solutions to given problems using Genetic Algorithm methods.

Language:Python010

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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llama

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Loan-Prediction-Problem---III

Problem to identify the customers segments, those are eligible for loan amount so that they can specifically target these customers. Here they have provided a partial data set.

Language:Jupyter Notebook010