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Tony Khánh's Projects

mem2seq icon mem2seq

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

metapred icon metapred

MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records

mimic-code icon mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic-mortality-predictions icon mimic-mortality-predictions

This repo is part of my incubator project as an Intel Student Ambassador. The objective of this project is to explore the mimiciii dataset and find more efficient ways to predict a patient's mortality rate.

mimic-omop icon mimic-omop

Mapping the MIMIC-III database to the OMOP schema

mimic_extract icon mimic_extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

minifold icon minifold

Creating a mini version of Deep Learning for Protein Structure Prediction inspired by DeepMind AlphaFold algorithm

minigo icon minigo

An open-source implementation of the AlphaGoZero algorithm

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-videos icon ml-videos

A collection of video resources for machine learning

ml_cheat_sheet icon ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

mnist_challenge icon mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

mobile-deep-learning icon mobile-deep-learning

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

molecule_generator icon molecule_generator

Code for "Multi-Objective De Novo Drug Design with Conditional Graph Generative Model" (https://arxiv.org/abs/1801.07299)

moses icon moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

mt-dnn icon mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

mt-reading-list icon mt-reading-list

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

multihopkg icon multihopkg

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

muse icon muse

A library for Multilingual Unsupervised or Supervised word Embeddings

naf-tensorflow icon naf-tensorflow

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

nalu icon nalu

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

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