Luke A's starred repositories

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

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HanLP

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

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data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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data-science

:bar_chart: Path to a free self-taught education in Data Science!

corpora

A collection of small corpuses of interesting data for the creation of bots and similar stuff.

presidio

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

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BLINK

Entity Linker solution

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python-crfsuite

A python binding for crfsuite

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Hands-On-Data-Analysis-with-Pandas-2nd-edition

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

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pandasticsearch

An Elasticsearch client exposing DataFrame API

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blueprints-text

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

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open-data-anonymizer

Python Data Anonymization & Masking Library For Data Science Tasks

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GAug

AAAI'21: Data Augmentation for Graph Neural Networks

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mmda

multimodal document analysis

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The-Pandas-Workshop

The Pandas Workshop, published by Packt

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GNNs-easy-to-use

An PyTorch implementation of graph neural networks (GCN, GraphSAGE and GAT) that can be simply imported and used.

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knowledge-repository

knowledge repository with learning resources, examples, links for various data science / computer science topics

SDM2023_Graph_Data_Augmentation_Tutorial

Materials for SDM 2023 tutorial: Augmentation Methods for Graph Learning

Keyword-Extractor-for-Websites

A tool for mining the extracted keywords from given attributes of a particular website

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Anonymize-data-in-python

A script to anonymize the datasets by replacing personal identifying information with fake using Python

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motherlode

Pipeline for running all dataloader scripts for covidgraph in a controlled manner.

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

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gensim

Topic Modelling for Humans

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web_scraping

Example of applications of web scraping and API for CSSS 2018

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Notebooks

Machine learning notebooks in different subjects optimized to run in google collaboratory

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general_examiner

Tools for studying for general exams

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awesome-privacy-engineering

A curated list of resources related to privacy engineering

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research-wrst

Flask app for the NSF C-accel relationships selectiontask

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