deepsemantic

Cheng Wang's repositories

image_captioning

Image Captioning with Deep Bidirectional LSTMs

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quantized_neural_network

The quantization of CNN/LSTM

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sr-rnns

State-Regularized Recurrent Neural Networks

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RRA

Recurrent Residual Attention for Sequence Learning

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Neural-Network-in-Python

Multilayer Neural Network Implementation in python

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st_tau

This repository contains code for the paper "Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs" (Wang, Lawrence & Niepert, ICLR 2021).

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caffe

Caffe: a fast open framework for deep learning.

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Clean_Machine_Learning

This branch hosts minimal and clean implementation for the machine (deep) learning algorithms.

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keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

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Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

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Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

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