data-mining

There are 261 repositories under data-mining topic.

eriklindernoren / ML-From-Scratch
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.
machine-learning deep-learning deep-reinforcement-learning machine-learning-from-scratch data-science data-mining genetic-algorithm
Language:Python 29104
JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition
Language:Python 28347
academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science
27740
EthicalML / awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
machine-learning mlops interpretability explainability responsible-ai deep-learning machine-learning-operations ml-ops ml-operations privacy-preserving privacy-preserving-ml privacy-preserving-machine-learning data-mining large-scale-ml production-ml large-scale-machine-learning production-machine-learning awesome awesome-list
19587
LightGBM
microsoft / LightGBM
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.
gbdt gbm machine-learning data-mining distributed lightgbm gbrt microsoft decision-trees gradient-boosting python r parallel kaggle
Language:C++ 17819
gensim
piskvorky / gensim
Topic Modelling for Humans
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings neural-network document-similarity word-similarity fasttext
Language:Python 16260
rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
machine-learning machine-learning-algorithms logistic-regression data-science data-mining python scikit-learn neural-network
Language:Jupyter Notebook 12536
tangyudi / Ai-Learn
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：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch 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
algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2
12115
yzhao062 / pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
outlier-detection anomaly-detection outlier-ensembles outliers anomaly python machine-learning data-mining unsupervised-learning python3 fraud-detection autoencoder neural-networks deep-learning data-science data-analysis novelty-detection out-of-distribution-detection
Language:Python 9572
microsoft / RD-Agent
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report
agent ai automation data-mining data-science development llm research
Language:Python 9374
sktime
sktime / sktime
A unified framework for machine learning with time series
time-series machine-learning scikit-learn time-series-classification time-series-regression forecasting time-series-analysis data-science data-mining hacktoberfest ai anomaly-detection changepoint-detection sktime time-series-segmentation
Language:Python 9332
yzhao062 / anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
outlier-detection anomaly-detection outlier outlier-ensembles time-series-analysis data-mining awesome awesome-list unsupervised-learning fraud fraud-detection machine-learning graph-neural-networks
Language:Python 9014
catboost / catboost
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.
machine-learning decision-trees gradient-boosting gbm gbdt python r kaggle gpu-computing catboost tutorial categorical-features gpu coreml data-science big-data cuda data-mining
Language:C++ 8649
jivoi / awesome-ml-for-cybersecurity
:octocat: Machine Learning for Cyber Security
awesome-list cyber-security data-mining machine-learning
7875
kaggle-solutions
faridrashidi / kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
awesome competition data-mining data-science kaggle machine-learning solutions
Language:HTML 6190
ferret
MontFerret / ferret
Declarative web scraping
golang query-language data-mining scraping scraping-websites dsl cdp crawling scraper crawler go chrome cli tool library
Language:Go 5886
orange3
biolab / orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
classification clustering data-mining data-science data-visualization decision-trees machine-learning numpy orange orange3 pandas plotting python random-forest regression scikit-learn scipy visual-programming visualization
Language:Python 5462
rasbt / mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
association-rules data-mining data-science machine-learning python supervised-learning unsupervised-learning
Language:Python 5082
r0f1 / datascience
Curated list of Python resources for data science.
awesome awesome-list data-science datascience python deep-learning data-analysis data-visualization data-mining machine-learning artificial-intelligence deeplearning statistics bayes
4529
deanmalmgren / textract
extract text from any document. no muss. no fuss.
python natural-language-processing data-mining text-mining
Language:HTML 4357
alibaba / Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
machine-learning flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering statistics kafka data-mining apriori word2vec flink-ml fm flink-machine-learning graph-embedding
Language:Java 3615
rob-med / awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
anomaly-detection awesome-list outlier-detection machine-learning data-mining data-analysis time-series temporal-data
3133
graphic-walker
Kanaries / graphic-walker
An open source alternative to Tableau. Embeddable visual analytic
bi data data-analysis data-mining data-visualization eda k6s kanaries low-code pivot-table react tableau tableau-alternative typescript vega vega-lite visualization
Language:TypeScript 2991
automeris-io / WebPlotDigitizer
Computer vision assisted tool to extract numerical data from plot images.
javascript webplotdigitizer html data-mining visualization reverse-engineering charts computer-vision
Language:JavaScript 2916
tirthajyoti / Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
deep-learning machine-learning machine-learning-algorithms artificial-intelligence neural-network paper learning-theory reinforcement-learning statistical-learning data-mining statistics pattern-recognition data-science silicon hardware game-theory literature
2735
dblalock / bolt
10x faster matrix and vector operations
machine-learning data-mining database compression
Language:C++ 2503
WZBSocialScienceCenter / pdftabextract
A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
pdf data-mining python image-processing tables ocr
Language:Python 2250
invoice-x / invoice2data
Extract structured data from PDF invoices
python data-mining
Language:Python 2083
Awesome-FL
youngfish42 / Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
artificial-intelligence awesome computer-vision data-mining database deep-learning efficiency federated-learning federated-learning-framework graph graph-neural-networks information-retrieval knowledge-graph machine-learning natural-language-processing paper privacy security system tabular-data
Language:Python 1868
PyPOTS
WenjieDu / PyPOTS
A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
time-series data-mining deep-learning missing-values anomaly-detection classification clustering forecasting generation imputation machine-learning pytorch data-analysis data-science neural-networks
Language:Python 1861
PaddlePaddle / Research
novel deep learning research works with PaddlePaddle
computer-vision data-mining deep-learning knowledge-graph nlp spatial-temporal
Language:Python 1750
awesome-fraud-detection-papers
benedekrozemberczki / awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
fraud-detection fraud-prevention fraud-checker fraud-management fraud-explorer classification data-science churn credit-scoring deep-learning random-forest gradient-boosting data-mining link-prediction graph-classification classifier logistic-regression credit-card-fraud credit-card-validation credit-card-fraud-detection
Language:Python 1741
404notf0und / AI-for-Security-Learning
安全场景、基于AI的安全算法和安全数据分析业界实践
data-analysis data-mining machine-learning security
1730
safe-graph / graph-fraud-detection-papers
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
fraud-detection security awsome-list papers machine-learning data-science deep-learning graph-algorithms graph-neural-networks graph-convolutional-networks academic-publications spam-detection data-mining anomaly-detection dataset outlier-detection survey
1705
Yimeng-Zhang / feature-engineering-and-feature-selection
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
python machine-learning feature-engineering feature-selection feature-extraction data-mining
Language:Jupyter Notebook 1615
zslucky / awesome-AI-books
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
books pdf ai artificial-intelligence machine-learning deep-learning mathematics data-mining algorithms playground reading learning reinforcement-learning quantum-computing quantum-algorithms quantum-information
Language:Jupyter Notebook 1585

data-mining

eriklindernoren / ML-From-Scratch

JaidedAI / EasyOCR

academic / awesome-datascience

EthicalML / awesome-production-machine-learning

microsoft / LightGBM

piskvorky / gensim

rasbt / python-machine-learning-book

tangyudi / Ai-Learn

yzhao062 / pyod

microsoft / RD-Agent

sktime / sktime

yzhao062 / anomaly-detection-resources

catboost / catboost

jivoi / awesome-ml-for-cybersecurity

faridrashidi / kaggle-solutions

MontFerret / ferret

biolab / orange3

rasbt / mlxtend

r0f1 / datascience

deanmalmgren / textract

alibaba / Alink

rob-med / awesome-TS-anomaly-detection

Kanaries / graphic-walker

automeris-io / WebPlotDigitizer

tirthajyoti / Papers-Literature-ML-DL-RL-AI

dblalock / bolt

WZBSocialScienceCenter / pdftabextract

invoice-x / invoice2data

youngfish42 / Awesome-FL

WenjieDu / PyPOTS

PaddlePaddle / Research

benedekrozemberczki / awesome-fraud-detection-papers

404notf0und / AI-for-Security-Learning

safe-graph / graph-fraud-detection-papers

Yimeng-Zhang / feature-engineering-and-feature-selection

zslucky / awesome-AI-books