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Shubham Pachori's Projects

lsda icon lsda

Large scale detection through adaptation

lsgan icon lsgan

This is the project for LS-GAN (Loss-Sensitive GAN)

lsgan-tf icon lsgan-tf

Simple implementation of Least Squares Generative Adversarial Networks

lsh_memory icon lsh_memory

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

lsh_memory-1 icon lsh_memory-1

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

lsm icon lsm

Code for Learnt Stereo Machines based on the NIPS 2017 paper

lstm-crf icon lstm-crf

A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.:smirk:

lstm-er icon lstm-er

Implementation of End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures in ACL2016.

lstm-fcn icon lstm-fcn

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

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

lstm-parser icon lstm-parser

Transition-based dependency parser based on stack LSTMs

lstm-recommender icon lstm-recommender

An in progress demonstration of using LSTMs for next item recommendation.

lstm-text-generation icon lstm-text-generation

Tons of fun with text and recurrent neural networks! Let your computer read a book and tell you its own story.

lstmcell icon lstmcell

Implement modern LSTM cell by tensorflow and test them by language modeling task for PTB. Highway State Gating, Hypernets, Recurrent Highway, Attention, Layer norm, Recurrent dropout, Variational dropout.

lstmvis icon lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

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