teddylfwu

AAAI21-Virtual-Conference

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

RandomBinning

Random Binning Method for Large-Scale Kernel Machine

RB_GEN

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

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

Python-100-Days

Python - 100天从新手到大师

RandomWarpingSeries

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

SpectralClustering_RandomBinning

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

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.

AlgebraicWordProblems

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

bhtsne

Barnes-Hut t-SNE

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-exercises

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

SPIRAL

tensorflow-exercises

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