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285 search results found

Ml From Scratch ⭐ 23,095

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Awesome Datascience ⭐ 23,007

📝 An awesome Data Science repository to learn and apply for real world problems.

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 ⭐ 15,999

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.

Awesome Production Machine Learning ⭐ 15,804

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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.

Sktime ⭐ 7,368

A unified framework for machine learning with time series

Awesome Ml For Cybersecurity ⭐ 6,564

:octocat: Machine Learning for Cyber Security

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.

Next generation of automated data exploratory analysis and visualization platform.

Kaggle Solutions ⭐ 3,579

🏅 Collection of Kaggle Solutions and Ideas 🏅

Alink ⭐ 3,479

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

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

Papers Literature Ml Dl Rl Ai ⭐ 1,798

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Ai For Security Learning ⭐ 1,571

安全场景、基于AI的安全算法和安全数据分析业界实践

Multi-class confusion matrix library in Python

Vvedenie Mashinnoe Obuchenie ⭐ 1,187

📝 Подборка ресурсов по машинному обучению

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.

Graph Fraud Detection Papers ⭐ 1,148

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

Awesome Fl ⭐ 1,103

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

Awesome Ai Books ⭐ 1,086

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

Nfstream ⭐ 1,015

NFStream: a Flexible Network Data Analysis Framework.

Pyclustering ⭐ 853

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

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

Graph Adversarial Learning Literature ⭐ 772

A curated list of adversarial attacks and defenses papers on graph-structured data.

ELKI Data Mining Toolkit

Collection of various algorithms implemented in R.

A toolkit for conducting machine learning tasks with time series data

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 Ai For Time Series Papers ⭐ 627

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

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

Kam1n0 Community ⭐ 601

The Kam1n0 Assembly Analysis Platform

Time series analysis in the `tidyverse`

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

Cookbook 2nd Code ⭐ 532

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

Text_mining_resources ⭐ 511

Resources for learning about Text Mining and Natural Language Processing

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.

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

Matminer ⭐ 422

Data mining for materials science

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)

Fraud Detection Handbook ⭐ 352

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook

Pydatalab ⭐ 347

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

Automlpipeline.jl ⭐ 331

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

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

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

Efficient Apriori ⭐ 286

An efficient Python implementation of the Apriori algorithm.

Lagoujob ⭐ 250

Job data mining repo for lagou.com

Awesome Python Data Science Books ⭐ 242

Probably the best curated list of data science books in Python

Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)

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.

Analytic platform for real-time large-scale streams containing structured and unstructured data.

Awesome Deep Graph Anomaly Detection ⭐ 215

Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contributors and boost further research in this area.

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.

Estadistica Con R ⭐ 178

Apuntes personales sobre estadística, machine learning y lenguaje de programación R

TipDM建模平台，开源的数据挖掘工具。

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.

Machine_learning_for_good ⭐ 145

Machine learning fundamentals lesson in interactive notebooks

Transtab ⭐ 140

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

Wekadeeplearning4j ⭐ 139

Weka package for the Deeplearning4j java library

Hust Homeworks ⭐ 134

HUST Homeworks(Course design / Reports / Labs / etc. )

Pre Modern_chinese_corpus_dataset ⭐ 132

近代汉语语料库数据集自然语言处理语料库古代汉语古汉语文言文数字人文计算语言

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

Pandora ⭐ 127

PANDORA Advanced Machine Learning for Data Integration, Analysis, and Insightful Discoveries in Health and Disease 💻

Lab Workshops ⭐ 120

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

Dh Core ⭐ 118

Functional data science

LoL (League of Legends) game data analysis / analytics

Emotion Recognition From Speech ⭐ 116

A machine learning application for emotion recognition from speech

Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)

Books related to AI/ML/DL/GENAI

pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models

Explore high-dimensional datasets and how your algo handles specific regions.

2019中国高校计算机大赛——大数据挑战赛第三名解决方案

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～

Optimal Sparse Decision Trees

Network Intrusion Detection ⭐ 85

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

Fast and explainable clustering in Python

Practicalmachinelearning ⭐ 79

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

Deep Learning For Bci ⭐ 78

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

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