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Soroush Mehri's Projects

mobile-neurips2021 icon mobile-neurips2021

This is the code repository for MobILE: Model-Based Imitation Learning from Observation Alone (NeurIPS 2021)

mozi icon mozi

Deep Learning Package base on Theano

nearpy icon nearpy

Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive hashes.

net2net.torch icon net2net.torch

Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

nips14-ssl icon nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

nl2code icon nl2code

A syntactic neural model for parsing natural language to executable code

nmt-tips icon nmt-tips

A tutorial about neural machine translation including tips on building practical systems

norm-rnn icon norm-rnn

Batch Normalized Recurrent Neural Networks

optimviz icon optimviz

Visualize optimization algorithms in MATLAB.

parrot icon parrot

(Char2Wav) RNN-based generative models for speech. (See the original repo please.)

pidoptimizer icon pidoptimizer

Code for this CVPR 2018 paper: "A PID Controller Approach for Stochastic Optimization of Deep Networks", Wangpeng An, Haoqian Wang, Qingyun Sun, Jun Xu, Qionghai Dai, Lei Zhang.

pixel_rnn icon pixel_rnn

Working Theano implementation of Pixel RNN on MNIST.

plant-art icon plant-art

Guid to help you make generative art using the electrical activity in plants 🎨🌱

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