rockkb's repositories

tianchi-nl2sql-top1

天池nl2sql冠军方案

10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

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Anomaly-Detection

Unsupervised / Semisupervised Anomaly Detection

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AutoML

AutoML

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awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

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camelot

Camelot: PDF Table Extraction for Humans

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CDCS

Chinese Data Competitions' Solutions

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characters

中文停用词/常用汉字/生僻字集合

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developer-resources

neo4j developer resources

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eda-explorer

Scripts to detect artifacts in EDA data

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EverydayWechat

每日自动给女朋友发微信暖心话。

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Kaggle_Competition_Treasure

Describe past Kaggle solutions

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Label-Propagation-LPA

Label Propagation(LPA) Algorithm with python

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neo4j-graph-algorithms

Efficient Graph Algorithms for Neo4j

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notebooks

Examples and IPython Notebooks about NetworkX

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prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

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Python

All Algorithms implemented in Python

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python-doc

translate python documents to Chinese for convenient reference 简而言之,这里用来存放那些Python文档君们,并且尽力将其翻译成中文~~

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scikit-learn

scikit-learn: machine learning in Python

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scorecard

Scorecard Development in R, 评分卡

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scorecard-1

This is the behavior scorecard, which includes three modules, including data processing, establishment of score card and effect evaluation, which involves calling the report in the lending-club package.

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sklearn2pmml

Python library for converting Scikit-Learn pipelines to PMML

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tabula-py

Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame

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Tencent2019_Preliminary_Rank1st

The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.

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tianchi_nl2sql

首届中文NL2SQL挑战赛决赛第三名代码

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xf_tag

大数据应用分类标注挑战赛(NLP),亚军🥈

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