siriusplus

siriusplus

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course-content

Summer course content for Neuromatch Academy

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tensorflow

An Open Source Machine Learning Framework for Everyone

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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keras

Deep Learning for humans

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communication-subspace

Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2018)

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semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

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design-resource

A list of design resources.

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LSTM_RNN_Tutorials_with_Demo

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

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tensortools

Fitting and visualizing tensor decompositions in Python

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matlab-schemer

Apply and save color schemes in MATLAB with ease.

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dPCA

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

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hfopt-matlab

A parallel, cpu-based matlab implemention of the Hessian Free (HF) optimization (feed forward networks, recurrent neural networks (RNN), multiplicative recurrente neural networks (MRNN)).

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