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prashiyn's Projects

hackermath icon hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

head icon head

A list of everything that *could* go in the head of your document

iepy icon iepy

Information Extraction in Python

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.

keras-temporal-autoencoder icon keras-temporal-autoencoder

Keras framework for autocovariance-based dimensionality reduction of time series data with deep neural networks.

lasagne icon lasagne

Lightweight library to build and train neural networks in Theano

linear-attention-recurrent-neural-network icon linear-attention-recurrent-neural-network

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

liteapp icon liteapp

LiteApp is a high performance mobile cross-platform implementation, The realization of cross-platform functionality is base on webview and provides different ideas and solutions for improve webview performance.

lstm-fcn icon lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

mcc-codes icon mcc-codes

A public repository of Merchant Category Codes (MCC) in formats easier to read than most places (i.e. not a PDF)

mitie icon mitie

MITIE: library and tools for information extraction

mojaloop icon mojaloop

Starting point for on-boarding and contribution documentation for mojaloop

neuraltalk icon neuraltalk

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

newspaper icon newspaper

News, full-text, and article metadata extraction in python 2.6 - 3.4.

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