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pengyuange's Projects

ltp_python_interface icon ltp_python_interface

根据自己搭的 LTP 服务器,实现:分词、词性标注、命名实体识别、依存句法分析、语义角色标、命名实体的抽取:人名,地名,机构名、三元组的抽取:主谓宾,动宾关系,介宾关系,(实体1,关系,实体2)

market_risk_gan_keras icon market_risk_gan_keras

Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using Keras and TensorFlow.

marketing-data-science icon marketing-data-science

Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).

mini_spider icon mini_spider

在调研过程中,经常需要对一些网站进行定向抓取。由于python包含各种强大的库,使用python做定向抓取比较简单。请使用python开发一个迷你定向抓取器mini_spider.py,实现对种子链接的广度优先抓取,并把URL长相符合特定pattern的网页保存到磁盘上。

ml-fraud-detection icon ml-fraud-detection

Credit card fraud detection through logistic regression, k-means, and deep learning.

mlxtend icon mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

mtan icon mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

multimodal-toolkit icon multimodal-toolkit

Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

nilearn icon nilearn

Machine learning for NeuroImaging in Python

nlp icon nlp

兜哥出品 <一本开源的NLP入门书籍>

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