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classic-ml-methods-algo

Review, theoretical analysis and implementation of classic Machine Learning methods

crawler_of_professor

This project is created for the purpose of crawling professors' information, including name, contact, PhD degree, research interest, and personal statement.

faiss-demo

familia

A Toolkit for Industrial Topic Modeling

gec

generativeaiexamples

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

gensim_lda

基于gensim模块,训练LDA(Latent Dirichlet Allocation)模型,用于计算长短文本的相似度.

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

nlp

Basics of Natural Language Processing

numpy-ml

Machine learning, in numpy

papers_etc

图片和论文保存github给markdown用

perioddetection

这个项目是用来从文本中提取时间段信息,采用树状的结构

practice_spark

spark相关的应用和知识,包括scala编程,spark运行.scala文件和kafka简介.

practices-python

1. implementation of algos to solve some interesting maths problems; 2. tips for python

reading-and-summary

summary after paper reading

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

tensorflow2-demo

这个项目主要是尝试用tf2新的接口, TFRecord+dataset的数据管道

tools

用来方便工作的工具

tutorialforpython

Tutorial For Python

wmd

Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"

wordvectors

Pre-trained word vectors of 30+ languages