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aaai21-virtual-conference

This is our private repo for developing AAAI'21 virtual conference website.

algebraicwordproblems

This project is to develop an efficient approach and software for automatically solving algebraic word problems.

bhtsne

Barnes-Hut t-SNE

funcom

Funcom Source Code Summarization Tool - Public Release

glove

GloVe model for distributed word representation

graph2seq

Graph2Seq is a simple code for building a graph-encoder and sequence-decoder for NLP and other AI/ML/DL tasks.

lanczosnetwork

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark

liblinear

libsvm

mlgkernel

Implementation of the Multiscale Laplacian Graph Kernel

node2vec

opennmt-py

Open Source Neural Machine Translation in PyTorch

optimal_assignment_kernels

Source code for the paper "On Valid Optimal Assignment Kernels and Applications to Graph Classification", Nils M. Kriege, Pierre-Louis Giscard, Richard C. Wilson, NIPS 2016.

paragram-word

Python code for training Paragram word embeddings. These achieve human-level performance on some word similiarty tasks including SimLex-999.This code was used to obtain results in the appendix of our 2015 TACL paper "From Paraphrase Database to Compositional Paraphrase Model and Back".

primme

PReconditioned Iterative MultiMethod Eigensolver

python-100-days

Python - 100天从新手到大师

python-exercises

This repo is to mainly organize the exercises for learning python in depth

randombinning

Random Binning Method for Large-Scale Kernel Machine

randomwarpingseries

RandomWarpingSeries (RWS) is a simple code for generating the vector representation of time-series for time-series classification, clustering, and regression.

rb_gen

RB_GEN is a simple package for generating random binning features for solving large-scale kernel classification, regression, and clustering.

spectralclustering_randombinning

SpectralClustering_RandomBinning (SC_RB) is a simple code for scaling up spectral clustering on large-scale datasets.

spiral

tensorflow-exercises

This repo is to mainly organize all exercises for sequence, graphs, and images using tensorflow

word2vec

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.

wordmoversembeddings

WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clustering.