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poissondeblur_hybrid

Poisson deblurring via hybrid regularizer

poseidon

Poseidon is a python-based application that leverages software defined networks (SDN) to acquire and then feed network traffic to a number of machine learning techniques. The machine learning algorithms classify and predict both the type of device and if the device is acting normally or abnormally.

postprocessing

powergrid

GPU accelerated non-Cartesian magnetic resonance imaging reconstruction toolkit

powergridtestdata

Test datasets for use with PowerGrid

precipitation-prediction-convlstm-keras

Convolutional LSTM neural network to extrapolate radar images, and predict rainfall - CIKM 2017 contest

predictingstockreturns

This project inspired by a recent acquisition activity is Bass Pro to acquire Cabela’s. I would like to look at the revenues and the market share of Cabela’s and one of its competitors, Dick’s Sporting Goods, prior to acquisition and see if there are any features/signals that can be seen in the last few months prior to acquisition. To test this effect with anterior data, I used both stock market and social media datasets to predict stock returns for Cabela’s and its main competitors. The test RMSE for my model is around 0.019.

prediction_changes_in_b0

predictive-maintenance-using-lstm

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

price

Accelerated dynamic MRI Using Patch Regularization for Implicit motion CompEnsation (PRICE)

primal-dual-toolbox

GPU-based Total (Generalized) Variation implementation for various applications, with Python and Matlab wrappers.

prism

Passive, Real-time Information for Sensing Mental Health

projectedpiano

6.111 Final Project - Projected Piano

pruned-models

Repository containing pruned models and related information

pspnet

Pyramid Scene Parsing Network, CVPR2017.

pulmonary-mri-reconstruction

Tools for reconstructing Pulmonary MRI datasets to manage motion

pulmonary-nodules-maskrcnn

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）

pulseq

Open source framework for pulse sequences

pulseq-cest

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

py-r-fcn

R-FCN with joint training and python support

py-sparse-filtering

Python implementation of the Sparse Filtering code by Ngiam et al.

pybloch

Python Bloch Simulations

pydata2017

This is the code and presentation for my PyData2017 talk "Reverse Image Search Using Out-of-the-box Machine Learning Libraries

pydcemri

Python module for processing dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) data

pygrappa

Python implementations of GRAPPA-like algorithms.

pymedrecon

A collection of utilities for medical image reconstruction in Python.

pynfft

A pythonic wrapper around the NFFT library

pynq_workshop

pynufft

PyNUFFT: Python non-uniform fast Fourier transform