Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: outlier-detection

mcosovic/JuliaGrid.jl

JuliaGrid is an easy-to-use power system simulation tool for researchers and educators provided as a Julia package.

Language: Julia - Size: 39.1 MB - Last synced: 28 minutes ago - Pushed: 29 minutes ago - Stars: 14 - Forks: 1

cleanlab/cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Language: Python - Size: 11.1 MB - Last synced: about 3 hours ago - Pushed: 1 day ago - Stars: 8,814 - Forks: 677

david-cortes/isotree

(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)

Language: C++ - Size: 6.19 MB - Last synced: about 10 hours ago - Pushed: about 23 hours ago - Stars: 176 - Forks: 37

cleanlab/cleanlab-studio

Client interface for all things Cleanlab Studio

Language: Python - Size: 2.69 MB - Last synced: about 21 hours ago - Pushed: 1 day ago - Stars: 21 - Forks: 4

Salman-Khan-Mohammed/Music-Album-Popularity-Prediction

"Music Album Popularity Prediction" is a project focused on building a model to forecast the success of music albums. By analyzing streaming data, social media engagement, and other relevant factors, the project aims to predict the popularity of albums across various genres and artists.

Language: Jupyter Notebook - Size: 53.2 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

gagneurlab/FRASER Fork of c-mertes/FRASER

Language: R - Size: 14.3 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 13 - Forks: 4

Saba-Gul/Exploratory-Data-Analysis-and-Statistical-Analysis-Notebooks

This repository contains a collection of Jupyter Notebooks for conducting Exploratory Data Analysis (EDA) and Statistical Analysis on various datasets.

Language: Jupyter Notebook - Size: 6.79 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

JustGlowing/minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

Language: Python - Size: 17.2 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 1,391 - Forks: 415

Renumics/awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

Size: 572 KB - Last synced: 1 day ago - Pushed: 6 months ago - Stars: 679 - Forks: 36

rob-med/awesome-TS-anomaly-detection

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

Size: 127 KB - Last synced: 1 day ago - Pushed: 3 months ago - Stars: 2,825 - Forks: 446

visual-layer/fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

Language: Python - Size: 1.58 GB - Last synced: 3 days ago - Pushed: about 1 month ago - Stars: 1,417 - Forks: 71

yzhao062/anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

Language: Python - Size: 236 KB - Last synced: 4 days ago - Pushed: 23 days ago - Stars: 7,910 - Forks: 1,717

Yacynte/optical_flow_pyramidal_LK

This repository contains an implementation of the Pyramidal Lucas-Kanade optical flow algorithm

Language: Python - Size: 276 KB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 1 - Forks: 0

Yacynte/Monocular-Visual-Odometry

visual (inertia) odometry of a drone with a monocular camera

Language: Python - Size: 305 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 3 - Forks: 0

c-mertes/FRASER

FRASER - Find RAre Splicing Events in RNA-seq

Language: R - Size: 14.4 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 30 - Forks: 19

ThanosTsiamis/FIONA

Categorical Outlier Detector System

Language: Python - Size: 42.6 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1 - Forks: 0

redBorder/rb-aioutliers

RedBorder Outliers Detector with Keras

Language: Python - Size: 2.04 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 5 - Forks: 2

gagneurlab/FRASER-analysis

Accompanying analysis code for the FRASER manuscript

Language: R - Size: 4.67 MB - Last synced: 7 days ago - Pushed: over 3 years ago - Stars: 23 - Forks: 7

yzhao062/pyod

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

Language: Python - Size: 39.2 MB - Last synced: 15 days ago - Pushed: 16 days ago - Stars: 7,963 - Forks: 1,316

ExpediaGroup/adaptive-alerting

Anomaly detection for streaming time series, featuring automated model selection.

Language: Java - Size: 6.58 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 199 - Forks: 49

elki-project/elki

ELKI Data Mining Toolkit

Language: Java - Size: 54.7 MB - Last synced: 3 days ago - Pushed: 30 days ago - Stars: 771 - Forks: 321

datamllab/pyodds

An End-to-end Outlier Detection System

Language: Python - Size: 617 KB - Last synced: 6 days ago - Pushed: about 1 year ago - Stars: 247 - Forks: 39

waico/SKAB

SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.

Language: Jupyter Notebook - Size: 30.8 MB - Last synced: 6 days ago - Pushed: 8 months ago - Stars: 295 - Forks: 52

baggepinnen/TotalLeastSquares.jl

Solve many kinds of least-squares and matrix-recovery problems

Language: Julia - Size: 106 KB - Last synced: 6 days ago - Pushed: 7 months ago - Stars: 31 - Forks: 3

numaproj/numalogic

Collection of operational time series ML models and tools

Language: Python - Size: 12.8 MB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 159 - Forks: 25

zillow/luminaire

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

Language: Python - Size: 16.6 MB - Last synced: 6 days ago - Pushed: 4 months ago - Stars: 753 - Forks: 58

tusharpandey003/Data-Science

Data science include Data Analysis, Machine learning , EDA,PCA and Data Structure and Algorithms

Language: Jupyter Notebook - Size: 17.9 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

chaos-genius/chaos_genius

ML powered analytics engine for outlier detection and root cause analysis.

Language: Python - Size: 9.88 MB - Last synced: 2 days ago - Pushed: 9 days ago - Stars: 705 - Forks: 81

online-ml/deep-river

Language: Python - Size: 50.7 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 98 - Forks: 10

vc1492a/PyNomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

Language: Python - Size: 34.1 MB - Last synced: 2 days ago - Pushed: 15 days ago - Stars: 302 - Forks: 36

pievos101/kNN-Genome-Scans

Genome scans for selection and introgression based on k‐nearest neighbour techniques.

Language: R - Size: 12.3 MB - Last synced: 11 days ago - Pushed: about 4 years ago - Stars: 4 - Forks: 1

DHI/tsod

Anomaly Detection for time series data

Language: Python - Size: 14.2 MB - Last synced: 6 days ago - Pushed: 5 months ago - Stars: 153 - Forks: 19

Brett-Kennedy/CountsOutlierDetector

Interpretable, intuitive outlier detector intended for categorical and numeric data.

Language: Python - Size: 7.08 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 1

Minqi824/ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

Language: Python - Size: 2.01 GB - Last synced: 14 days ago - Pushed: 10 months ago - Stars: 780 - Forks: 124

yzhao062/LSCP

Supplementary material for SDM 19 paper "LSCP: Locally Selective Combination in Parallel Outlier Ensembles"

Language: Python - Size: 565 KB - Last synced: 15 days ago - Pushed: over 4 years ago - Stars: 27 - Forks: 13

datamllab/tods

TODS: An Automated Time-series Outlier Detection System

Language: Python - Size: 31.2 MB - Last synced: 15 days ago - Pushed: 8 months ago - Stars: 1,299 - Forks: 186

KulikDM/pythresh

Outlier Detection Thresholding

Language: Jupyter Notebook - Size: 14.5 MB - Last synced: 13 days ago - Pushed: 2 months ago - Stars: 116 - Forks: 5

xuhongzuo/DeepOD

Deep learning-based outlier/anomaly detection

Language: Python - Size: 3.52 MB - Last synced: 14 days ago - Pushed: about 2 months ago - Stars: 285 - Forks: 38

Aswendt-Lab/AIDAqc

An automated and simple tool for fast quality analysis of animal MRI

Language: Python - Size: 12.4 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 3 - Forks: 2

shubham5027/Store-Item-Demand-Forcasting

The "Sales Demand Forecasting Regression Model" project aims to develop a predictive model that forecasts future sales demand based on historical data and relevant influencing factors. The project follows a structured approach, encompassing data collection, preprocessing, model selection, training, evaluation, and deployment.

Language: Jupyter Notebook - Size: 5.44 MB - Last synced: 14 days ago - Pushed: 16 days ago - Stars: 0 - Forks: 0

Fengrui-Liu/StreamAD

Online anomaly detection for data streams/ Real-time anomaly detection for time series data.

Language: Python - Size: 31 MB - Last synced: 16 days ago - Pushed: about 1 year ago - Stars: 95 - Forks: 22

ZIYU-DEEP/Papers-on-Anomaly-Detection-in-NeurIPS-2020

A list of all papers related to anomaly detection in NeurIPS 2020.

Size: 30.3 KB - Last synced: 19 days ago - Pushed: over 3 years ago - Stars: 10 - Forks: 3

RoshniRanaDS/Matplotlib_Data_Visualization

Pymaceuticals Data Analysis and Visualization

Language: Jupyter Notebook - Size: 396 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

holukas/diive

Time series processing library

Language: Python - Size: 580 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 6 - Forks: 3

pygod-team/pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)

Language: Python - Size: 1.04 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 1,208 - Forks: 122

mrsp/serow

SERoW Framework for N Legged Robot Walking Estimation

Language: C++ - Size: 6.21 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 75 - Forks: 15

raamana/visualqc

VisualQC : assistive tool to ease the quality control workflow of neuroimaging data.

Language: Python - Size: 104 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 72 - Forks: 13

helios12/DataScienceProjects

This repo contains projects, tasks and other code which I have developed on a Data Scientist course at SkillFactory.

Language: Jupyter Notebook - Size: 133 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 5 - Forks: 0

Jingkang50/OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

Language: Python - Size: 77.9 MB - Last synced: 19 days ago - Pushed: about 1 month ago - Stars: 749 - Forks: 88

safe-graph/graph-fraud-detection-papers

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

Size: 272 KB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 1,263 - Forks: 236

salty-vanilla/tf-anomaly

Major anomaly detection methods using neural networks are implemented in this repository 🔥

Language: Python - Size: 2.36 MB - Last synced: 24 days ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

englhardt/SVDD.jl

A Julia package for Support Vector Data Description.

Language: Julia - Size: 3.58 MB - Last synced: 24 days ago - Pushed: over 2 years ago - Stars: 9 - Forks: 4

englhardt/OneClassSampling.jl

A Julia package for one-class classification sampling methods.

Language: Julia - Size: 30.3 KB - Last synced: 24 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

safe-graph/UGFraud

An Unsupervised Graph-based Toolbox for Fraud Detection

Language: Python - Size: 7.11 MB - Last synced: 21 days ago - Pushed: about 2 years ago - Stars: 125 - Forks: 26

edadaltocg/detectors

Package to accelerate research on generalized out-of-distribution (OOD) detection.

Language: Python - Size: 4.75 MB - Last synced: 24 days ago - Pushed: 2 months ago - Stars: 8 - Forks: 0

Maximus1973/DataCleaningProject

Данный проект направлен на демонстрацию применения различных методов очистки данных

Language: Jupyter Notebook - Size: 6.62 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 0 - Forks: 0

ShaikRiyazSandy/Multi-Linear-Regression

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. Consider only the below columns and prepare a prediction model for predicting Price. Corolla<-Corolla[c("Price","Age_

Language: Jupyter Notebook - Size: 3 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 1 - Forks: 0

PranjalGupta2199/crime-analysis-report

Data Mining (CS F415) | Research Project

Language: Jupyter Notebook - Size: 8.92 MB - Last synced: 26 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

deel-ai/influenciae

👋 Influenciae is a Tensorflow Toolbox for Influence Functions

Language: Python - Size: 2.03 MB - Last synced: 27 days ago - Pushed: 28 days ago - Stars: 50 - Forks: 3

cerlymarco/tsmoothie

A python library for time-series smoothing and outlier detection in a vectorized way.

Language: Jupyter Notebook - Size: 2.89 MB - Last synced: 18 days ago - Pushed: 6 months ago - Stars: 700 - Forks: 95

yzhao062/SUOD

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

Language: Python - Size: 11 MB - Last synced: 15 days ago - Pushed: 3 months ago - Stars: 372 - Forks: 48

shibuiwilliam/weather_outlier

Outlier detection with weather data of Tokyo region

Language: Jupyter Notebook - Size: 697 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 2 - Forks: 1

NVISOsecurity/ee-outliers 📦

Open-source framework to detect outliers in Elasticsearch events

Language: Python - Size: 3.92 MB - Last synced: 3 days ago - Pushed: 12 months ago - Stars: 204 - Forks: 35

selimfirat/pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Language: Python - Size: 400 KB - Last synced: 6 days ago - Pushed: 7 months ago - Stars: 219 - Forks: 20

gagneurlab/OUTRIDER

OUTRIDER: OUTlier in RNA-seq fInDER is an R-based framework to find aberrantly expressed genes in RNA-seq data

Language: R - Size: 10.9 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 45 - Forks: 8

linkedin/isolation-forest

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

Language: Scala - Size: 698 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 218 - Forks: 50

LauricReynes/Temporal-genomics

A tutorial for reproducting outlier tests based on temporal differentiation

Size: 10.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

durgeshsamariya/awesome-outlier-detection-resources

Outlier detection related books and papers.

Size: 268 KB - Last synced: 3 days ago - Pushed: over 3 years ago - Stars: 11 - Forks: 4

mauzumshamil/EDA

Welcome to a collection of Exploratory Data Analysis (EDA) projects! In this repository, I showcase a diverse range of EDA projects that explore intriguing datasets from various domains. My projects are designed to uncover hidden insights, reveal trends, and provide valuable perspectives on real-world phenomena using data-driven approaches.

Language: Jupyter Notebook - Size: 1.91 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

tvk2772/HH_DataCleaning

HH applicant data research, cleaning and outliers detecting

Language: HTML - Size: 3.44 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

yzhao062/pytod

TOD: GPU-accelerated Outlier Detection via Tensor Operations

Language: Python - Size: 13.1 MB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 168 - Forks: 23

El-Giovanni92/RFM-customer-profiling

A customer profiling project based on RFM (Recency, Frequency, Monetary) analysis using a dataset from an online retail company in the United Kingdom. The aim is to identify customer habits and create personalized marketing strategies for targeted advertising.

Language: Python - Size: 7.38 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

aditya11ad/ML-course

Best for beginners | Well explained ML algorithms | organized Notebooks | Case Studies

Language: Jupyter Notebook - Size: 7.06 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

Brett-Kennedy/DataConsistencyChecker

A python tool to examine datasets for consistency. Performs approximately 150 tests. For EDA (Exploratory Data Analysis) and interpretable outlier detection

Language: Jupyter Notebook - Size: 6.92 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

Jingkang50/OODSurvey

The Official Repository for "Generalized OOD Detection: A Survey"

Language: Jupyter Notebook - Size: 2.08 MB - Last synced: 1 day ago - Pushed: over 1 year ago - Stars: 428 - Forks: 38

Ademsco10/legendary-goggles

Data analysis on youtube, detecting views, streamers, most subscribed channel and checking for correlation between Subscribers and Likes, Subscribers and Streamers and more.....

Language: Jupyter Notebook - Size: 5.32 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Hawmex/aut_data_and_information_analysis_project

This repository contains the files of my project for the "Data & Information Analysis" course at AUT (Tehran Polytechnic).

Language: Jupyter Notebook - Size: 13.7 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

raginisharma96/indiaMart

IndiaMart Hackathon

Language: Jupyter Notebook - Size: 22.7 MB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 3 - Forks: 0

dvgodoy/handyspark

HandySpark - bringing pandas-like capabilities to Spark dataframes

Language: Jupyter Notebook - Size: 1.68 MB - Last synced: 7 days ago - Pushed: almost 5 years ago - Stars: 183 - Forks: 22

ArtemyiMelehin/DataCleaningProject

Preprocessing ML by cleaning data

Language: Jupyter Notebook - Size: 6.6 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 0

MoeinGazestanii/House-Price-Prediction

Bengaluru House price data Prediction Using ML

Language: Jupyter Notebook - Size: 605 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Kaslanarian/SAGOD

A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。

Language: Python - Size: 15.6 MB - Last synced: 26 days ago - Pushed: 6 months ago - Stars: 29 - Forks: 5

Lidiya-cutie/DATACLEANINGPROJECT

Данный проект направлен на демонстрацию применения различных методов очистки данных

Language: Jupyter Notebook - Size: 12.4 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

sis-ethz/Picket

Picket is a system that safeguards against data corruptions during both training and deployment of machine learning models over tabular data.

Language: Jupyter Notebook - Size: 497 KB - Last synced: 28 days ago - Pushed: over 3 years ago - Stars: 13 - Forks: 3

Vincent-Vercruyssen/anomatools

Toolbox for anomaly detection.

Language: Jupyter Notebook - Size: 2.75 MB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 74 - Forks: 7

spbu-math-cs/Quadric-Intersection

Supplementary code for the AISTATS 2022 paper "Quadric Hypersurface Intersection for Manifold Learning in Feature Space".

Language: Python - Size: 13.2 MB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

tnlin/SMDN

A simple yet effective post-processing method for detecting unknown intent in dialogue systems based on pre-trained deep neural network classifiers

Language: Python - Size: 14.6 MB - Last synced: about 2 months ago - Pushed: about 5 years ago - Stars: 3 - Forks: 0

dple/awesome-papers-and-source-code-for-anomaly-detection

Awesome machine learning algorithms for anomaly detection, including papers and source code

Size: 1.95 KB - Last synced: 4 days ago - Pushed: over 3 years ago - Stars: 5 - Forks: 1

gsubramani/robust-nonlinear-regression

Robust Regression for arbitrary non-linear functions

Language: Python - Size: 147 KB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 13 - Forks: 3

bschulz81/robustregression

a c++ library with statistical machine learning algorithms for linear and non-linear robust regression that can be used with python.

Language: C++ - Size: 233 KB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 3 - Forks: 2

syrte/robustgp

Robust Gaussian Process with Iterative Trimming

Language: Jupyter Notebook - Size: 910 KB - Last synced: 14 days ago - Pushed: almost 3 years ago - Stars: 20 - Forks: 5

nickk124/robust-outlier-rejection

Robust Chauvenet Outlier Rejection: RCR is advanced, but easy to use, outlier rejection.

Language: C++ - Size: 18.6 MB - Last synced: about 13 hours ago - Pushed: about 2 months ago - Stars: 7 - Forks: 1

otsegun/fdaoutlier

Outlier Detection Tools for Functional Data Analysis

Language: R - Size: 1.69 MB - Last synced: 23 days ago - Pushed: 7 months ago - Stars: 4 - Forks: 2

safe-graph/DGFraud

A Deep Graph-based Toolbox for Fraud Detection

Language: Python - Size: 80.4 MB - Last synced: 2 months ago - Pushed: about 2 years ago - Stars: 644 - Forks: 158

qitianwu/GraphOOD-GNNSafe

The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"

Language: Python - Size: 2.37 MB - Last synced: about 2 months ago - Pushed: 10 months ago - Stars: 64 - Forks: 4

enesozi/Credit-Risk-Analysis

Language: Jupyter Notebook - Size: 8.91 MB - Last synced: about 2 months ago - Pushed: about 6 years ago - Stars: 35 - Forks: 29

haniye6776/outlier-detection

Language: Jupyter Notebook - Size: 4.29 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

NovikovaEA/DataCleaningProgect

Демонстрация применения методов очистки данных

Language: Jupyter Notebook - Size: 6.94 MB - Last synced: 20 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

englhardt/OneClassActiveLearning.jl

A Julia package for One-Class Active Learning.

Language: Julia - Size: 247 KB - Last synced: 24 days ago - Pushed: about 3 years ago - Stars: 6 - Forks: 3

fernandojunior/financial-fraud-detection

A Python lib for fraud detection in a financial context

Language: Jupyter Notebook - Size: 45.8 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 11 - Forks: 4

Related Keywords
outlier-detection 578 machine-learning 142 anomaly-detection 136 python 113 data-science 81 data-analysis 57 exploratory-data-analysis 41 outlier-removal 38 data-cleaning 38 linear-regression 38 data-visualization 38 deep-learning 37 feature-engineering 33 time-series 33 data-mining 29 unsupervised-learning 29 clustering 28 pandas 27 outliers 25 missing-values 23 fraud-detection 22 regression 22 logistic-regression 22 numpy 22 python3 21 pca 21 machine-learning-algorithms 21 random-forest 18 classification 18 visualization 17 time-series-analysis 17 pytorch 17 eda 17 scikit-learn 16 matplotlib 16 r 16 isolation-forest 16 statistics 15 dimensionality-reduction 14 novelty-detection 14 out-of-distribution-detection 13 feature-selection 13 sklearn 13 seaborn 13 kmeans-clustering 13 boxplot 12 autoencoder 12 scatter-plot 11 anomaly 11 correlation 10 data-preprocessing 10 regression-models 10 xgboost 10 clustering-algorithm 10 outlier 10 pandas-dataframe 9 correlation-analysis 9 preprocessing 9 cross-validation 9 svm 9 statistical-analysis 9 datacleaning 9 tensorflow 9 datascience 8 robust-statistics 8 jupyter-notebook 8 supervised-learning 8 ensemble-learning 8 rna-seq 8 imbalanced-data 8 decision-trees 8 hyperparameter-tuning 8 natural-language-processing 8 imputation 8 z-score 8 dataset 7 datapreprocessing 7 knn 7 dbscan-clustering 7 outlier-ensembles 7 feature-scaling 7 nlp 7 graph-neural-networks 7 one-class-classification 7 java 7 confusion-matrix 7 categorical-data 7 neural-network 7 flask 7 spark 6 data 6 anamoly-detection 6 unsupervised-machine-learning 6 r-programming 6 feature-extraction 6 local-outlier-factor 6 k-means-clustering 6 pca-analysis 6 univariate-analysis 6 cluster-analysis 6