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akt

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

bag

Implementation for NAACL-2019 paper

bayesian-knowledge-tracing

Bayesian Knowledge Tracing 数据中加入同skill后表现报错

bnt

Bayes Net Toolbox for Matlab

braindecode

A deep learning toolbox to decode raw time-domain EEG.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

char-rnn.pytorch

PyTorch implementation of char-rnn (character-level language model)

cogqa

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

deep-learning-nlp-rl-papers

Recent Deep Learning papers in NLU and RL

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deepgbm

Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.

dkvmn

Dynamic Key-Value Memory Networks for Knowledge Tracing

dysat

Representation learning on dynamic graphs using self-attention networks

eegnet

[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf

ekt

gbdt

A simple GBDT in Python

gkt

Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

gman-pytorch

Implementation of Graph Muti-Attention Network with PyTorch

gncl

gnnpapers

Must-read papers on graph neural networks (GNN)

hmm-scalable

Command-line utility for fitting Hidden Markov Models at scale

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

hrl

kt

Knowledge Tracing Models with PyTorch

ktm

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

learning_to_retrieve_reasoning_paths

The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".

lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

neural_cognitive_diagnosis-neuralcd

prerequisite-prediction