data-mining

There are 229 repositories under data-mining topic.

academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
data-science machine-learning data-visualization science data-mining awesome-list deep-learning analytics data-scientists hacktoberfest
23846
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.
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Language:Python 23238
JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
ocr deep-learning crnn pytorch lstm machine-learning scene-text scene-text-recognition optical-character-recognition cnn data-mining image-processing python easyocr information-retrieval
Language:Python 22159
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
16175
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++ 16108
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 15280
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 12139
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
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
8539
yzhao062 / pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
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 7988
yzhao062 / anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
anomaly-detection awesome awesome-list data-mining fraud fraud-detection graph-neural-networks machine-learning outlier outlier-detection outlier-ensembles time-series-analysis unsupervised-learning
Language:Python 7909
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.
big-data catboost categorical-features coreml cuda data-mining data-science decision-trees gbdt gbm gpu gpu-computing gradient-boosting kaggle machine-learning python r tutorial
Language:Python 7774
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
Language:Python 7447
jivoi / awesome-ml-for-cybersecurity
:octocat: Machine Learning for Cyber Security
machine-learning cyber-security data-mining awesome-list
6839
ferret
MontFerret / ferret
Declarative web scraping
cdp chrome cli crawler crawling data-mining dsl go golang hacktoberfest library query-language scraper scraping scraping-websites tool
Language:Go 5631
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 4777
orange3
biolab / orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
data-mining data-science machine-learning data-visualization orange python scikit-learn numpy scipy pandas decision-trees clustering visualization orange3 random-forest plotting classification regression visual-programming
Language:Python 4628
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
4109
deanmalmgren / textract
extract text from any document. no muss. no fuss.
python natural-language-processing data-mining text-mining
Language:HTML 3792
kaggle-solutions
faridrashidi / kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
awesome competition data-mining data-science kaggle machine-learning solutions
Language:HTML 3777
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 3498
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
2825
automeris-io / WebPlotDigitizer
Computer vision assisted tool to extract numerical data from plot images.
charts computer-vision data-mining html javascript reverse-engineering visualization webplotdigitizer
Language:JavaScript 2541
dblalock / bolt
10x faster matrix and vector operations
compression data-mining database machine-learning
Language:C++ 2465
graphic-walker
Kanaries / graphic-walker
An open source alternative to Tableau. Embeddable visual analytic
tableau vega-lite visualization bi data-visualization pivot-table react data data-analysis data-mining eda low-code typescript vega k6s kanaries tableau-alternative
Language:TypeScript 2255
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
2187
WZBSocialScienceCenter / pdftabextract
A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
data-mining image-processing ocr pdf python tables
Language:Python 2171
invoice-x / invoice2data
Extract structured data from PDF invoices
python data-mining
Language:Python 1703
PaddlePaddle / Research
novel deep learning research works with PaddlePaddle
deep-learning computer-vision nlp knowledge-graph spatial-temporal data-mining
Language:Python 1693
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
machine-learning security data-mining data-analysis
1587
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 1555
pycm
sepandhaghighi / pycm
Multi-class confusion matrix library in Python
machine-learning confusion-matrix matrix statistics statistical-analysis accuracy ml ai mathematics data-mining data-analysis classification data-science data neural-network multiclass-classification deep-learning artificial-intelligence deeplearning evaluation
Language:Python 1431
demidovakatya / vvedenie-mashinnoe-obuchenie
:memo: Подборка ресурсов по машинному обучению
machine-learning data-science collections university mooc data-mining nlp neural-networks deep-learning russian
1410
eBay / tsv-utils
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
csv command-line dlang data-science tabular-data cli delimited-files sampling tsv statistics d reservoir-sampling data-mining shuffle uniq
Language:D 1410
PatMartin / Dex
Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.
data-science data-visualization visualization data-analysis data-mining java javafx d3 dataviz datavis datavisualization d3js groovy
Language:JavaScript 1313
Awesome-FL
youngfish42 / Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
awesome deep-learning federated-learning graph-neural-networks machine-learning tabular-data federated-learning-framework computer-vision knowledge-graph paper security natural-language-processing information-retrieval data-mining database system artificial-intelligence efficiency privacy graph
Language:Python 1307
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 1305

data-mining

academic / awesome-datascience

eriklindernoren / ML-From-Scratch

JaidedAI / EasyOCR

EthicalML / awesome-production-machine-learning

microsoft / LightGBM

piskvorky / gensim

rasbt / python-machine-learning-book

tangyudi / Ai-Learn

yzhao062 / pyod

yzhao062 / anomaly-detection-resources

catboost / catboost

sktime / sktime

jivoi / awesome-ml-for-cybersecurity

MontFerret / ferret

rasbt / mlxtend

biolab / orange3

r0f1 / datascience

deanmalmgren / textract

faridrashidi / kaggle-solutions

alibaba / Alink

rob-med / awesome-TS-anomaly-detection

automeris-io / WebPlotDigitizer

dblalock / bolt

Kanaries / graphic-walker

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

WZBSocialScienceCenter / pdftabextract

invoice-x / invoice2data

PaddlePaddle / Research

404notf0und / AI-for-Security-Learning

benedekrozemberczki / awesome-fraud-detection-papers

sepandhaghighi / pycm

demidovakatya / vvedenie-mashinnoe-obuchenie

eBay / tsv-utils

PatMartin / Dex

youngfish42 / Awesome-FL

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