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nedlaw's Projects

kaggle_homedepot icon kaggle_homedepot

Turing Test's 3rd Place Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

kb2e icon kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

pat icon pat

🍭 浙江大学PAT题解(C/C++/Java/Python) - 努力成为萌萌的程序媛~

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

qamodel-for-retrievalchatbot icon qamodel-for-retrievalchatbot

客服机器人,Chinese Retreival chatbot(中文检索式机器人)用到的一些QA模型,基于tf-idf,lsa,cnn,transformer,bert等

textrank-1 icon textrank-1

Python implementation of TextRank algorithm (https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.

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