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MLEG's Projects

kg-demo-for-movie icon kg-demo-for-movie

从无到有构建一个电影知识图谱,并基于该KG,开发一个简易的KBQA程序。

kgqa_hlm icon kgqa_hlm

基于知识图谱的《红楼梦》人物关系可视化及问答系统

kmfcv icon kmfcv

K-fold-m-step forward cross-validation. A new approach of evaluating extrapolation performance in materials property prediction.

lstm_peptides icon lstm_peptides

Long short-term memory recurrent neural networks for learning peptide and protein sequences to later design new, similar examples.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

materialsuq icon materialsuq

Uncertainty Quantification for Materials Property Prediction: a Benchmark Study

matgan icon matgan

Generative deep learning model for inorganic materials

mdts icon mdts

Materials Design by Monte Carlo Tree Search

megnet icon megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

millionheroassistant icon millionheroassistant

百万 / 冲顶 / 芝士 / UC / 万能 答题助手(知识图谱更加专业,自动推荐答案, Android手机自动屏幕适配,模拟器支持,多开)

ml-dft icon ml-dft

A package for density functional approximation using machine learning.

mlatticeabc icon mlatticeabc

Machine learning model for crystal lattice constant prediction

mlsr-ltc icon mlsr-ltc

Source code accompanying the "Lattice Thermal Conductivity Prediction using Symbolic Regression and Machine Learning" paper.

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