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acl2020-openqa-tutorial

ACL2020 Tutorial: Open-Domain Question Answering

caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

cuda-convnet

Fork of Alex Krizhevsky's cuda-convnet. Adds dropout.

cxxnet

CXXNET, yet another neural network toolkit

deep-listwise-context-model-for-ranking-refinement

A Tensorflow implementation of the Deep Listwise Context Model (DLCM) for ranking refinement.

deeprank_pytorch

A simple version of DeepRank & MatchPyramid implemented in PyTorch.

dehazesimple

Image dehaze using method in paper "Single Image Haze Removal Using Dark Channel Prior"

document-qa

exp_caffe

filmrecommendation

a film recommendation system

integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

integratedgradients

Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.

integratedgradientstf

Tensorflow implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks". It explains connections between two tensors.

knnlm

match-ignition

matchpyramid-tensorflow

A simple version of MatchPyramid implement in TensorFlow. Paper https://arxiv.org/abs/1602.06359.

ml_hw

HW of ML

models

Models and examples built with TensorFlow

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA

multiqa

neuraltalk

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

np_analysis

Adversarial attacks generated for the ACL paper "Did the Model Understand the Question?"

ordered-neurons

Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"

paoding

Lucene 中文分词“庖丁解牛” Paoding Analysis

pertmap

Python code for perturbation-based saliency map

pl8787.github.io

playground

PlayGround: AI Research into Multi-Agent Learning.

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

prob_comp

pyltr

Python learning to rank (LTR) toolkit