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Search results for python data mining

394 search results found

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Lightgbm ⭐ 16,053

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Gensim ⭐ 15,180

Topic Modelling for Humans

Python Machine Learning Book ⭐ 11,645

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

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Anomaly Detection Resources ⭐ 7,616

Anomaly detection related books, papers, videos, and toolboxes

Catboost ⭐ 7,564

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Mlxtend ⭐ 4,669

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

Orange3 ⭐ 4,469

🍊 📊 💡 Orange: Interactive data analysis

Datascience ⭐ 3,955

Curated list of Python resources for data science.

Textract ⭐ 3,699

extract text from any document. no muss. no fuss.

Machinelearning ⭐ 3,016

Machine learning resources

Awesome Ts Anomaly Detection ⭐ 2,320

List of tools & datasets for anomaly detection on time-series data.

10x faster matrix and vector operations

Pdftabextract ⭐ 1,994

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

Invoice2data ⭐ 1,570

Extract structured data from PDF invoices

Research ⭐ 1,550

novel deep learning research works with PaddlePaddle

Multi-class confusion matrix library in Python

Awesome Fraud Detection Papers ⭐ 1,364

A curated list of data mining papers about fraud detection.

Clevercsv ⭐ 1,168

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.

Awesome Fl ⭐ 1,103

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Nfstream ⭐ 1,015

NFStream: a Flexible Network Data Analysis Framework.

Astroml ⭐ 984

Machine learning, statistics, and data mining for astronomy and astrophysics

Deep_gcns_torch ⭐ 940

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

Pyclustering ⭐ 853

pyclustring is a Python, C++ data mining library.

Pyhealth ⭐ 825

A Deep Learning Python Toolkit for Healthcare Applications.

Feature Engineering And Feature Selection ⭐ 798

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

My Tensorflow Tutorials ⭐ 794

This repo contains all of my TensorFlow tutorials

Cookbook 2nd ⭐ 773

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

A toolkit for conducting machine learning tasks with time series data

Unitypy ⭐ 665

UnityPy is python module that makes it possible to extract/unpack and edit Unity assets

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.

Awesome Deep Graph Clustering ⭐ 626

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Pm4py Core ⭐ 617

Public repository for the PM4Py (Process Mining for Python) project.

Adbench ⭐ 609

Official Implement of "ADBench: Anomaly Detection Benchmark".

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

Python Twitter Examples ⭐ 570

Examples of using Python for Twitter social data mining, using the python-twitter-tools framework.

A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811

Instascrape ⭐ 554

Powerful and flexible Instagram scraping library for Python, providing easy-to-use and expressive tools for accessing data programmatically

Cookbook 2nd Code ⭐ 532

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

Jekyll-based static site for The Programming Historian

Osintbuddy ⭐ 498

Node graphs, OSINT data mining, and plugins. Connect unstructured and public data for transformative insights

Hearthbreaker ⭐ 474

A Hearthstone: Heroes of WarCraft Simulator for the purposes of Machine Learning and Data Mining

Ail Framework ⭐ 440

AIL framework - Analysis Information Leak framework

Rong360 ⭐ 438

用户贷款风险预测

Dgfraud ⭐ 432

A Deep Graph-based Toolbox for Fraud Detection

Chefboost ⭐ 428

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

Book Socialmediaminingpython ⭐ 415

Companion code for the book "Mastering Social Media Mining with Python"

RMDL: Random Multimodel Deep Learning for Classification

Mli Resources ⭐ 405

H2O.ai Machine Learning Interpretability Resources

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

Pydatalab ⭐ 347

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

Ml And Dm In Action ⭐ 318

Share my code during learning machine learning and data mining

Artificial Adversary ⭐ 317

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Python Fp Growth ⭐ 316

An implementation of the FP-growth algorithm in pure Python.

Python library for reading and writing well data using Log ASCII Standard (LAS) files

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Matrixprofile ⭐ 297

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

Welly helps with well loading, wireline logs, log quality, data science

Efficient Apriori ⭐ 286

An efficient Python implementation of the Apriori algorithm.

Grimoirelab Perceval ⭐ 281

Send Sir Perceval on a quest to retrieve and gather data from software repositories.

Smartproxy ⭐ 276

HTTP(S)/SOCKS5 Rotating Residential proxies - Code examples & General information

Deepgraph ⭐ 274

Analyze Data with Pandas-based Networks. Documentation:

Lagoujob ⭐ 250

Job data mining repo for lagou.com

Tradingview Data Scraper ⭐ 250

Extract price and indicator data from TradingView charts to create ML datasets

Tweetfeels ⭐ 246

Real-time sentiment analysis in Python using twitter's streaming api

Awesome Python Data Science Books ⭐ 242

Probably the best curated list of data science books in Python

Imbalanced Ensemble ⭐ 234

Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库

Gwu_data_mining ⭐ 228

Materials for GWU DNSC 6279 and DNSC 6290.

Interface to manage and centralize Google Alert information

Rightmove_webscraper.py ⭐ 219

Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object

Lihang_algorithms ⭐ 219

用python和sklearn两种方法实现李航《统计学习方法》中的算法

Python Dlpy ⭐ 215

The SAS Deep Learning Python (DLPy) package provides the high-level Python APIs to deep learning methods in SAS Visual Data Mining and Machine Learning. It allows users to build deep learning models using friendly Keras-like APIs.

Zhihu Analysis Python ⭐ 202

Social Network Analysis of Zhihu with Python

Data Science Resources ⭐ 197

👨🏽‍🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋

Toloka Kit ⭐ 195

Toloka-Kit is a Python library for working with Toloka API.

Data Science Toolkit ⭐ 185

Collection of stats, modeling, and data science tools in Python and R.

Learning Data Mining With Python ⭐ 183

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

Python_practice_of_data_analysis_and_mining ⭐ 179

《Python数据分析与挖掘实战》随书源码与数据

TipDM建模平台，开源的数据挖掘工具。

Prefixspan Py ⭐ 176

The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

Crowd Kit ⭐ 174

Control the quality of your labeled data with the Python tools you already know.

Data Mining Conferences ⭐ 173

Ranking, acceptance rate, deadline, and publication tips

Wrapper Feature Selection Toolbox Python ⭐ 170

This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.

Msnoise ⭐ 156

A Python Package for Monitoring Seismic Velocity Changes using Ambient Seismic Noise | http://www.msnoise.org

Kddcup 2020 ⭐ 154

6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System

An (un-)ethical hacking-station based on Raspberry Pi and Python

Machine_learning_for_good ⭐ 145

Machine learning fundamentals lesson in interactive notebooks

Alimusic ⭐ 143

🎼天池阿里音乐流行趋势预测大赛，项目中涵盖了从初赛到复赛的全部核心代码。复赛的聚合数据可以在百度网

Transtab ⭐ 140

NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables

Awesome Ensemble Learning ⭐ 129

Ensemble learning related books, papers, videos, and toolboxes

Sparselsh ⭐ 128

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

Care Gnn ⭐ 127

Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

Lab Workshops ⭐ 120

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

LoL (League of Legends) game data analysis / analytics

Emotion Recognition From Speech ⭐ 116

A machine learning application for emotion recognition from speech

Bee University ⭐ 111

Project thu thập điểm chuẩn đại học 2014 - 2018 và phân tích dữ liệu

Public Opinion Mining System of Taiwanese Forums

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