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Devendra Singh Sachan's Projects

fasttext icon fasttext

Library for fast text representation and classification.

filterpy icon filterpy

Kalman filtering and optimal estimation library in Python. Kalman filter, Extended Kalman filter, Unscented Kalman filter, g-h, least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

glove-python icon glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

gpt2 icon gpt2

An implementation of training for GPT2, supports TPUs

how-to icon how-to

How-To code samples for working with GraphLab Create.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lm_organizer icon lm_organizer

Unsupervised Language Model centered around binary search

meibp icon meibp

Maximization-Expectation Indian Buffet Process (submodular IBP)

neuraltalk icon neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nmt icon nmt

TensorFlow Neural Machine Translation Tutorial

numerical-mooc icon numerical-mooc

A collaborative educational initiative in computational science and engineering.

opennmt-py icon opennmt-py

Open Source Neural Machine Translation in PyTorch

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