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ambirpatel

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).

code

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.

genetic-algorithm-scratch-codes

Solutions to given problems using Genetic Algorithm methods.

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.

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.

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.

mnist_app

Python flask app which recognize the number in the image.

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.

portfolio

Personal Web page for portfolio and blogs

pythoncalculator

PythonCalculator is a simple calculator built using Python and PyQt5

simulation-of-galton-board-on-scilab

Problem is to model and simulate the galton board using any language or tool and see the changes when we vary the parameters in it.

time-series-analysis

Given the traffice data forecast the traffic for next 7 months.

wikipedia-crawler

Web scraping is data scraping technique used for extracting data from websites.