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FanTao's Projects

neuraltalk icon neuraltalk

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

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

news-popularity-prediction icon news-popularity-prediction

A set of methods that predict the future values of popularity indices for news posts using a variety of features.

nmt icon nmt

TensorFlow Neural Machine Translation Tutorial

nre icon nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

paddlefl icon paddlefl

Federated Deep Learning in PaddlePaddle

ps-lite icon ps-lite

A lightweight parameter server interface

psi icon psi

Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters

py-faster-rcnn icon py-faster-rcnn

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

pyfhel icon pyfhel

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/HElib/PALISADE as backends, implemented using Cython.

pysparnn icon pysparnn

Approximate Nearest Neighbor Search for Sparse Data in Python!

pysyft icon pysyft

A library for answering questions using data you cannot see

qanet icon qanet

A Tensorflow implementation of QANet for machine reading comprehension

seq2seq icon seq2seq

Sequence to Sequence Learning with Keras

shap icon shap

A unified approach to explain the output of any machine learning model.

sklearn-expertsys icon sklearn-expertsys

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

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