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Python Machine Learning Book ⭐ 11,645

The "Python Machine Learning (1st edition)" book code repository and info resource

Datascience ⭐ 3,955

Curated list of Python resources for data science.

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Team Learning Data Mining ⭐ 1,001

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

Feature Engineering And Feature Selection ⭐ 798

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

Cookbook 2nd ⭐ 773

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

Interpretable_machine_learning_with_python ⭐ 629

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

Cookbook 2nd Code ⭐ 532

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

Amazing Feature Engineering ⭐ 485

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

Rong360 ⭐ 438

用户贷款风险预测

Mli Resources ⭐ 405

H2O.ai Machine Learning Interpretability Resources

Fraud Detection Handbook ⭐ 352

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook

Pydatalab ⭐ 347

open source for wechat-official-account (ID: PyDataLab)

Gwu_data_mining ⭐ 228

Materials for GWU DNSC 6279 and DNSC 6290.

Learning Data Mining With Python ⭐ 183

Code repo for Learning Data Mining with Python, published by Packt Publishing

2017 Ccf Bdci Aijudge ⭐ 170

2017-CCF-BDCI-让AI当法官(初赛)：7th/415 (Top 1.68%)

Cikm 2019 Analyticup ⭐ 167

1st Solution for 2019-CIKM-Analyticup, Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation

Machine_learning_for_good ⭐ 145

Machine learning fundamentals lesson in interactive notebooks

Lab Workshops ⭐ 120

Materials for workshops on text mining, machine learning, and data visualization

Dataminingnotebooks ⭐ 113

This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.

2019中国高校计算机大赛——大数据挑战赛第三名解决方案

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

Dataminingnotesandpractice ⭐ 88

记录我学习数据挖掘过程的笔记和见到的奇技，持续更新～

Protest Detection Violence Estimation ⭐ 87

Implementation of the model used in the paper Protest Activity Detection and Perceived Violence Estimation from Social Media Images (ACM Multimedia 2017)

Network Intrusion Detection ⭐ 85

Machine Learning with the NSL-KDD dataset for Network Intrusion Detection

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Python implementation of frequent subgraph mining algorithm gSpan. Directed graphs are supported.

Deep Learning For Bci ⭐ 78

Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications

Rental Prediction ⭐ 73

2018年全国大学生计算机应用能力大赛之住房月租金预测第一名代码

2017 Ccf Bdci Enterprise ⭐ 70

2017-CCF-BDCI-企业经营退出风险预测：9th/569 (Top 1.58%)

2018 Kaggle Adtrackingfraud ⭐ 68

2018 - Kaggle - TalkingData AdTracking Fraud Detection Challenge: Silver medal (银牌)

statistics, data mining and machine learning toolbox

Learningdataminingwithpython ⭐ 61

Updated code for the Learning Data Mining With Python book

A book about machine learning, statistics, and data mining for heliophysics

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

Learning Data Mining With Python Second Edition ⭐ 57

Learning Data Mining with Python Second Edition by Packt

Bookworm ⭐ 54

📚 social networks from novels

Coursera_ml_da_specialization ⭐ 53

Coursera Specialization: Machine Learning and Data Analysis (Yandex & MIPT)

Spotify Song Recommendation Ml ⭐ 52

UC Berkeley team's submission for RecSys Challenge 2018

Utility functions for "Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python"

🏆DataCon大数据安全分析大赛，2019年方向二（恶意代码检测）冠军源码、2020年方向五（恶

Heart_disease_prediction ⭐ 49

Heart Disease prediction using 5 algorithms

Ds Ml Public ⭐ 49

Python Scripts and Jupyter Notebooks

ECO 395M: Data Mining and Statistical Learning

Xgboost Smote Detect Fraud ⭐ 41

Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern!

Data Mining Course ⭐ 41

An undergraduate course on data mining.

Hh_research ⭐ 41

Автоматизация поиска и исследования вакансий с сайта hh.ru (Headhunter) с помощью методов Python. Классификация данных, поиск статистических параметров.

Software Analytics ⭐ 37

A repository with my data analysis results of software artifacts

Time Series Segmentation Benchmark ⭐ 36

This repository contains the time series segmentation benchmark (TSSB).

Aila Artificial Intelligence For Legal Assistance ⭐ 34

Python implementations of the various methods used in FIRE 2019 conference.

Paretoset ⭐ 32

Compute the Pareto (non-dominated) set, i.e., skyline operator/query.

Astrostatistics_bicocca_2023 ⭐ 32

Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

Artificial Intelligence Important Documents Collections ⭐ 31

AI technology is significant because it allows software to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably.

Text Summarization And Visualization Using Watson Studio ⭐ 31

Can we quickly summarize & visualize text to get the details about the unstructured data? Yes we can! Please review this code pattern for all the steps involved to quickly summarize & visualize the data.

The Purchase And Redemption Forecast Challenge Baseline ⭐ 30

天池“资金流入流出预测——挑战baseline”的解决方案，线上效果143.5

Brewpots ⭐ 30

The tutorials for PyPOTS.

Real Estate Neighborhood Prediction ⭐ 29

Code to repeat the experiments of "The economic value of neighborhoods: Predicting real estate prices from the urban environment"

Rul_of_cutter ⭐ 29

刀具剩余寿命预测

ClaSPy: A Python package for time series segmentation.

Sparkdataset ⭐ 28

Instant search for and access to many datasets in Pyspark.

Appliedmathschoollectures ⭐ 28

Lectures on "crime and political corruption analysis using data mining, machine learning and complex networks" at the School of Applied Mathematics in the Institute of Mathematics and Computer Science at University of São Paulo

Mobileriskuser ⭐ 27

基于移动网络通讯行为的风险用户识别 (15th/624)

Drugs Recommendation Using Reviews ⭐ 27

Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.

Vevestax ⭐ 24

2 Lines of code to track ML experiments + EDA + check into Github

Algorithm ⭐ 24

Algorithm in Data Mining

Data Exploration With Apache Drill ⭐ 21

Data Exploration with Apache Drill

Friends Recommender In Social Network ⭐ 21

Friends Recommendation and Link Prediction in Social Netowork

Python Data Mining Quick Start Guide ⭐ 21

Python Data Mining Quick Start Guide, Published by Packt

Machine_learning_in_python ⭐ 19

Demo of basic machine learning models in python with Jupter Notebook

Popular_restaurants_from_officials ⭐ 19

서울시 공무원의 업무추진비를 분석하여 진짜 맛집 찾기 프로젝트

Diabetes_use_case ⭐ 19

Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/

Fudanuniversity Datamining ⭐ 18

2020 Spring Fudan University Data Mining Course HW by prof. Zhu Xuening. 复旦大学大数据学院2020年春季课程-数据挖掘（DATA620007）包含数据挖掘算法模型：Line Regression Model、Logistic Regression Model、Linear Discriminant Analysis、K-Nearest Neighbour、Naive Bayes Classifier、Decision Tree Model、AdaBoost、Gradient Boosting Decision Tree(GBDT)、XGBoost、Random Forest Model、Support Vector Machine、Principal Component Analysis(PCA)

Interpretable Ml ⭐ 17

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

Whaledatascienceproject ⭐ 17

7个阶段45天带你玩转数据科学！

Spring2017_proffosterprovost ⭐ 17

Introduction to Data Science

B.tech Project Rainfall Predication In India ⭐ 16

Rainfall Prediction using Machine Learning. India Rainfall Prediction for 115 years. Rainfall Project with Code and Documents

Python Roadmap ⭐ 16

I am sharing Python lessons from scratch to intermediate with practice sets which I have studied into my Journey of 66DaysofData into Data Analytics.

Advanced Text Mining ⭐ 16

TEANAPS 라이브러리를 활용한 자연어 처리와 텍스트 분석 방법론에 대해 다룹니다.

Python_tutorials ⭐ 15

Text Mining For Beginner ⭐ 14

파이썬 기초문법 부터 간단한 텍스트 분석을 수행하는 방법에 대해 다룹니다.

Rule_extraction_from_trees ⭐ 14

A toolkit for extracting comprehensible rules from tree-based algorithms

Pgu_datamining_1402 ⭐ 14

Data Mining course at Persian Gulf University in 2023.

Deepdatamininglearning ⭐ 14

Data mining, machine learning, and deep learning sample code

2018 Icc Travelservice ⭐ 14

2018-ICC-精品旅行服务成单预测：优胜奖

Data_mining_2017_fall_lab ⭐ 13

Contains information and instructions for the first Data Mining lab session for 2017 Fall.

Ibm Data_science Professional Certification ⭐ 13

This repository provides an online certification program in Data Science and Machine Learning offered by IBM and Coursera. The program covers topics such as data science methodology, data visualization, data analysis, statistical analysis, predictive modeling, and machine learning algorithms. The courses are hands-on and conducted on the IBM Cloud,

Data Science ⭐ 13

A repository to showcase the upskilling of self in theoretical & applied aspects of data science during the ongoing sabbatical of 23 months(Jan. 2022 - Nov 2023*) along with hand written notes. It's an "attempt" to pursue masters in data science using Internet as an open university.

Astrostatistics_bicocca_2022 ⭐ 13

Astrostatistics class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

Bankruptcy Prediction ⭐ 13

Mining the Polish Bankruptcy Data

Data Analyst Nanodegree ⭐ 12

This repo consists of the projects that I completed as a part of the Udacity's Data Analyst Nanodegree's curriculum.

Reddittextclassification ⭐ 12

Reddit Gender Text-Classification.

Text Mining For Practice ⭐ 12

파이썬 라이브러리를 활용해 텍스트 분석을 수행하는 방법에 대해 다룹니다.

Seq Pipeline ⭐ 12

Workspace for data science projects and NGS pipelines. Contains RStudio, Jupyter Notebook, VSCode and file manager. Can connect to Tailscale network to bypass firewalls.

Socialmediaegographanalysis ⭐ 11

Ego Graph Analysis on Social Media.

Name Disambiguation Biendata ⭐ 11

2019 Biendata竞赛平台“OAG–WhoIsWho 同名消歧竞赛赛道一”消歧比赛，第一名解决方案

Wikibrain ⭐ 11

Wikipedia graph mining: dynamic structure of collective memory

Marketbias ⭐ 11

data and source code for "Addressing Marketing Bias in Product Recommendations" WSDM'20

Cic0269_natural_language_processing ⭐ 10

Notebooks Python da parte prática da disciplina "CIC0269 - Processamento de Linguagem Natural" do Departamento de Ciência da Computação da Universidade de Brasília.

Deep Learning Gene Expression ⭐ 10

Deep learning methods for feature selection in gene expression autism data.

Wooliesr ⭐ 10

Download your eReceipts from Everyday Rewards (Woolworth awards) account

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