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bgprediction

A ML Component for Blood Glucose Prediction

bgprediction-server

Backend crons for server side

ccqa

cnn_tsc

A CNN for time-series classification

constituent-lstm

Tensorflow implementation of Constituent-Centric Neural Architecture for Reading Comprehension

deep-qa

Implementation of the Convolution Neural Network for factoid QA on the answer sentence selection task

deepwalk

DeepWalk - Deep Learning for Graphs

distillm

Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models

doc2vec

Python scripts for training/testing paragraph vectors

e3d_lstm

deep learning; video understanding; unsupervised learning

eeap-examples

Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe

entityaspects

fair-classification

Python code for training fair logistic regression classifiers.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gps-stream-aggregator

Kafka GPS Stream Processor

hierarchicalsoftmax

A Hierarchical Softmax Framework for PyTorch

iclr2017mcnet

Tensorflow implementation of the ICLR 2017 paper: Decomposing Motion and Content for Natural Video Sequence Prediction

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

malkg

mamba

matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

mitre-ttp-mapping

The MITRE ATT&CK Mapping Datasets

ndrm

A repository for Neural Document Ranking Models.

neurips2019challenge

Solution for our Neurips 2019 challenge on traffic movie forecasting

nn4ir

Neural Ranking Models in TF

paircnn-ranking

A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks

paragraph-vectors

A PyTorch implementation of Paragraph Vectors (doc2vec)

pvdm

:books: Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.

ranksys

Java 8 Recommender Systems framework for novelty, diversity and much more

refine

Official code of "Towards Multi-Grained Explainability for Graph Neural Networks" (NeurIPS 2021) + Pytorch Implementation of recent attribution methods for GNNs