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code_snippets

geneticalgorithmpython

Genetic Algorithm Implementation in Python using NumPy

introduction-to-machine-learning

This repo will house all our course material and code snippets from the Introduction to Machine Learning Class

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

machine_learning

machine_learning_examples

A collection of machine learning examples and tutorials.

mnist_digit_classify

MNIST digit classification using SVM. See the description branch for details.

models

Models and examples built with TensorFlow

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

scanned-document-classification-using-deep-learning

BFSI sectors deal with lots of unstructured scanned documents which are archived in document management systems for further use.For example in Insurance sector, when a policy goes for underwriting, underwriters attached several raw notes with the policy, Insureds also attach various kind of scanned documents like identity card, bank statement, letters etc. In later parts of the policy life cycle if claims are made on a policy, releted scanned documents also archeived.Now it becomes a tedious job to identify a particular document from this vast repository. The goal of this case study is to develop a deep learning based solution which can automatically classify scanned documents.

tabnet-modified

Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"

tesseract

Tesseract Open Source OCR Engine (main repository)

text-extraction-table-image

timetablepublisher

Automatically exported from code.google.com/p/timetablepublisher