Ecosyste.ms: Awesome

https://github.com/achuthasubhash/Complete-Life-Cycle-of-a-Data-Science-Project

Complete-Life-Cycle-of-a-Data-Science-Project

analysis data-analysis data-science dataset deep-learning eda exploratory-data-analysis feature-engineering federated-learning machine-learning nlp-models python python-library pytorch reinforcement-learning scraper supervised-learning transfer-learning unsupervised-learning web-scraping

Last synced: 13 May 2024

https://github.com/jmwoloso/pychattr

Python Channel Attribution (pychattr) - A Python implementation of the excellent R ChannelAttribution library

channel-attribution data-analysis data-science machine-learning python python-channel-attribution rpy2 wrapper

Last synced: 13 May 2024

https://github.com/apachecn/matplotlib-doc-zh

:book: [译] Matplotlib 用户指南

data-analysis data-visualization documentation matplotlib python

Last synced: 12 May 2024

https://github.com/openbiox/awosome-bioinformatics

A curated list of resources for learning bioinformatics.

bioinformatics data-analysis next-generation-sequencing

Last synced: 12 May 2024

https://github.com/elki-project/elki

ELKI Data Mining Toolkit

anomalydetection cluster-analysis clustering data-analysis data-mining data-mining-algorithms data-science distance-functions index indexing java machine-learning outlier-detection outliers time-series visualization

Last synced: 12 May 2024

https://github.com/404notf0und/FXY

Security-Scenes-Feature-Engineering-Toolkit, Continuous Integration.一款安全数据特征化工具

data-analysis data-mining feature-engineering machine-learning security security-scenes

Last synced: 12 May 2024

https://github.com/asavinov/lambdo

Feature engineering and machine learning: together at last!

data-analysis data-mining data-science feature-engineering forecasting forecasting-models machine-learning time-series

Last synced: 12 May 2024

https://github.com/sepandhaghighi/pycm

Multi-class confusion matrix library in Python

accuracy ai artificial-intelligence classification confusion-matrix data data-analysis data-mining data-science deep-learning deeplearning evaluation machine-learning mathematics matrix ml multiclass-classification neural-network statistical-analysis statistics

Last synced: 12 May 2024

https://github.com/ayush1997/visualize_ML

Python package for consolidated and extensive Univariate,Bivariate Data Analysis and Visualization catering to both categorical and continuous datasets.

data-analysis machine-learning matplotlib python statisics visualization

Last synced: 12 May 2024

https://github.com/bts-cm/airdrop_tool

Fetch & analyse blockchain tickets. View leaderboards and user tickets. Calculate and perform provably fair airdrops.

airdrop bitshares bitsharesjs blockchain crypto data-analysis data-science electron etl javascript nodejs react ticket tusc

Last synced: 11 May 2024

https://github.com/anthonydb/practical-sql

Code and Data for the First Edition of "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).

data-analysis postgresql sql

Last synced: 11 May 2024

https://github.com/gchq/CyberChef

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

compression data-analysis data-manipulation encoding encryption hashing parsing

Last synced: 10 May 2024

https://github.com/1994nikunj/nlp-toolkit-desktop-app

The code is a collection of NLP analyses, including text cleaning, most common words, n-grams generation, co-occurrence matrix generation, wordcloud generation, topic modeling (using Latent Dirichlet Allocation), and general text statistics.

data-analysis n-grams network-visualization nlp python text-cleaning topic-modeling wordcloud-generator

Last synced: 10 May 2024

https://github.com/airbytehq/airbyte

The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

bigquery change-data-capture data data-analysis data-collection data-engineering data-integration data-pipeline elt etl java mssql mysql pipeline postgresql python redshift s3 self-hosted snowflake

Last synced: 09 May 2024

https://github.com/growthbook/growthbook

Open Source Feature Flagging and A/B Testing Platform

ab-testing abtest abtesting analytics bigquery clickhouse continuous-delivery data-analysis data-engineering data-science experimentation feature-flagging feature-flags mixpanel redshift remote-config snowflake split-testing statistics

Last synced: 09 May 2024

https://github.com/yzhao062/pyod

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

anomaly anomaly-detection autoencoder data-analysis data-mining data-science deep-learning fraud-detection machine-learning neural-networks novelty-detection out-of-distribution-detection outlier-detection outlier-ensembles outliers python python3 unsupervised-learning

Last synced: 09 May 2024

https://github.com/SciTools/iris

A powerful, format-agnostic, and community-driven Python package for analysing and visualising Earth science data

data-analysis earth-science grib iris meteorology netcdf oceanography python spaceweather visualisation

Last synced: 09 May 2024

https://github.com/mathworks/climatedatastore

Climate Data Store Toolbox for MATLAB

climate climate-data data-analysis data-science matlab matlab-toolbox

Last synced: 09 May 2024

https://github.com/NCAS-CMS/cf-python

A CF-compliant Earth Science data analysis library

cf cfdm cfunits data-analysis earth-science metadata netcdf pp python um

Last synced: 09 May 2024

https://github.com/ZijieZhaoMMHW/m_mhw1.0

A MATLAB toolbox to detect and analyze marine heatwaves (MHWs).

climate-science data-analysis heatwaves marine-heatwaves matlab

Last synced: 09 May 2024

https://github.com/VUKOZ-OEL/3d-forest

Visualization, processing and analysis of Lidar point clouds, mainly focused on forest environment. New version of 3D Forest. Process files with terabytes of data. Edit new point attributes. Simple addition of new features by plugins.

3d classification cpp cross-platform data-analysis desktop-application editor forest gui interactive-visualization las laser-scanning lidar opengl plugins point-cloud qt scientific-computing segmentation tree

Last synced: 08 May 2024

https://github.com/cp-PYFOREST/Land-Use-Assessment

assessment compliance-check conservation data-analysis deforestation deforestation-risk forest forest-loss forest-management geospatial-data land-use open-source r

Last synced: 08 May 2024

https://github.com/cloudquery/cloudquery

The open source high performance ELT framework powered by Apache Arrow

airbyte attack-surface-management aws azure bigquery cspm data data-analysis data-collection data-engineering data-integration elt etl etl-framework gcp github-api go google kubernetes sql

Last synced: 08 May 2024

https://github.com/r0f1/datascience

Curated list of Python resources for data science.

artificial-intelligence awesome awesome-list bayes data-analysis data-mining data-science data-visualization datascience deep-learning deeplearning machine-learning python statistics

Last synced: 07 May 2024

https://github.com/senbox-org/snap-desktop

Desktop GUI for SNAP based on NetBeans Platform

data-analysis data-processing data-visualization desktop-application earth-observation eo linux macos remote-sensing windows

Last synced: 07 May 2024

https://github.com/jepegit/cellpy

extract and tweak data from electrochemical tests of cells

battery chemistry data-analysis electrochemistry opensource physics

Last synced: 07 May 2024

https://github.com/rshkarin/quanfima

Quanfima (Quantitative Analysis of Fibrous Materials)

data-analysis material-science morphological-analysis volumetric-data

Last synced: 07 May 2024

https://github.com/MouseLand/suite2p

cell detection in calcium imaging recordings

data-analysis imaging neuroscience

Last synced: 07 May 2024

https://github.com/nicohlr/ipychart

The power of Chart.js with Python

charting-library chartjs charts data data-analysis data-science data-visualization ipywidgets javascript-es6 jupyter jupyter-notebook notebook python

Last synced: 06 May 2024

https://github.com/ml-tooling/ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

anaconda data-analysis data-science data-visualization deep-learning docker gpu jupyter jupyter-lab jupyter-notebook kubernetes machine-learning neural-networks nlp python pytorch r scikit-learn tensorflow vscode

Last synced: 06 May 2024

https://github.com/markwk/qs_ledger

Quantified Self Personal Data Aggregator and Data Analysis

apple-health data-analysis data-visualization fitbit habitica instapaper kindle kindle-highlights lastfm personal-data pocket quantified-self rescuetime self-tracking strava todoist toggl

Last synced: 06 May 2024

https://github.com/scikit-learn/scikit-learn

scikit-learn: machine learning in Python

data-analysis data-science machine-learning python statistics

Last synced: 05 May 2024

https://github.com/pandas-dev/pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

alignment data-analysis data-science flexible pandas python

Last synced: 05 May 2024

https://github.com/Kanaries/Rath

Next generation of automated data exploratory analysis and visualization platform.

augmented-analytics automated-data-analysis automated-visualization autovis causal-discovery causal-inference causality data-analysis data-exploration data-visualization datamining eda k6s kanaries machine-learning tableau tableau-alternative visualization

Last synced: 05 May 2024

https://github.com/qinwf/awesome-R

A curated list of awesome R packages, frameworks and software.

awesome awesome-list data-analysis data-science list r rstats

Last synced: 05 May 2024

https://github.com/ambster-public/awesome-qlik

A curated list of awesome Qlik extensions and resources for Qlik Sense and QlikView

analytics awesome awesome-list big-data business-intelligence data data-analysis data-analytics data-science data-visualization lists qlik qlik-analytics-platform qlik-extension qlik-sense qlik-sense-extension qliksense qlikview reporting resources

Last synced: 05 May 2024

https://github.com/krzjoa/awesome-python-data-science

Probably the best curated list of data science software in Python.

awesome awesome-list awesome-python data-analysis data-science data-visualization deep-learning machine-learning python scikit-learn statistics

Last synced: 05 May 2024

https://github.com/rapidsai/cudf

cuDF - GPU DataFrame Library

arrow cpp cuda cudf dask data-analysis data-science dataframe gpu pandas pydata python rapids

Last synced: 05 May 2024

https://github.com/gonum/gonum

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

data-analysis go golang graph matrix scientific-computing statistics

Last synced: 05 May 2024

https://github.com/sacridini/Awesome-Geospatial

Long list of geospatial tools and resources

awesome awesome-list data-analysis deep-learning earth-observation geoprocessing geospatial geospatial-analysis geotools gis machine-learning map remote-sensing spatial-analysis spatial-data

Last synced: 05 May 2024

https://github.com/vizzuhq/vizzu-lib

Library for animated data visualizations and data stories.

animation chart charting charting-library charts dashboard data-analysis data-visualization datavisualization dataviz graph graphs javascript javascript-library plotting storytelling

Last synced: 04 May 2024

https://github.com/hbuschme/TextGridTools

Read, write, and manipulate Praat TextGrid files with Python

annotation data-analysis elan linguistics praat python textgrid

Last synced: 02 May 2024

https://github.com/dfm/corner.py

Make some beautiful corner plots

data-analysis data-visualization plotting python

Last synced: 02 May 2024

https://github.com/PatMartin/Dex

Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.

d3 d3js data-analysis data-mining data-science data-visualization datavis datavisualization dataviz groovy java javafx visualization

Last synced: 02 May 2024

https://github.com/zavtech/morpheus-core

The foundational library of the Morpheus data science framework

data-analysis data-analytics dataframe dataframe-library datascience finance principal-component-analysis quantitative-finance regression regression-models statistical-analysis statistics

Last synced: 02 May 2024

https://github.com/jtablesaw/tablesaw

Java dataframe and visualization library

chart data-analysis data-frame data-science data-visualization dataframe high-performance java java-dataframe machine-learning plotly plotting statistical-analysis statistics visualization

Last synced: 02 May 2024

https://github.com/thospfuller/rcoboldi

R COBOL DI (Data Integration) Package : Import COBOL CopyBook data files directly into R as properly structured data frames.

analytics cobol cobrix copybook data-analysis data-frames data-mining data-science dataanalysis dataframe docker ebcdic java jrecord microfocus r rjava rocker rproject statistics

Last synced: 02 May 2024

https://github.com/boxuancui/DataExplorer

Automate Data Exploration and Treatment

cran data-analysis data-exploration data-science eda r r-package rstats visualization

Last synced: 02 May 2024

https://github.com/TileDB-Inc/TileDB

The Universal Storage Engine

arrays data-analysis data-science dataframes dense-data hdfs s3 s3-storage scientific-computing sparse-arrays sparse-data storage-engine tiledb

Last synced: 02 May 2024

https://github.com/oneapi-src/oneDAL

oneAPI Data Analytics Library (oneDAL)

ai-inference ai-machine-learning ai-training analytics big-data cpp data-analysis data-science hacktoberfest machine-learning machine-learning-algorithms oneapi onedal swrepo

Last synced: 01 May 2024

https://github.com/alandefreitas/matplotplusplus

Matplot++: A C++ Graphics Library for Data Visualization 📊🗾

charting-library charts contour-plots data-analysis data-science data-visualization graphics graphics-library graphs matplot plot-categories plots polar-plots scientific-computing scientific-visualization visualization

Last synced: 01 May 2024

https://github.com/paezha/spatial-analysis-r

Open Educational Resource for teaching spatial data analysis and statistics with R

data-analysis open-educational-resource r r-package r-spatial rstats spatial-data-analysis spatial-statistics statistics

Last synced: 01 May 2024

https://github.com/CannyLab/tsne-cuda

GPU Accelerated t-SNE for CUDA with Python bindings

barnes-hut barnes-hut-tsne cuda data-analysis data-visualization fit-tsne gpu mnist multithreading python tsne tsne-algorithm tsne-cuda

Last synced: 01 May 2024

https://github.com/gagolews/genie

Genie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)

cluster cluster-analysis clustering data-analysis data-mining data-science datascience genie hierarchical-clustering-algorithm machine-learning machine-learning-algorithms outliers r

Last synced: 01 May 2024

https://github.com/SciRuby/daru-view

daru-view is for easy and interactive plotting in web application & IRuby notebook. daru-view is a plugin gem to the existing daru gem.

charts daru daru-view data-analysis data-visualization graphs iruby-notebook nanoc plot-library rails ruby sinatra

Last synced: 01 May 2024

https://github.com/yoshoku/rumale

Rumale is a machine learning library in Ruby

artificial-intelligence data-analysis data-science machine-learning ml ruby rubyml

Last synced: 01 May 2024

https://github.com/nysportsfan/Gun-Violence-in-the-US

This repository contains all the relevant files for my first capstone project as part of the Springboard Data Science Career Track.

data-analysis data-science data-visualization machine-learning python3 statistics

Last synced: 29 Apr 2024

https://github.com/gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface hacktoberfest interface machine-learning models python python-notebook ui ui-components

Last synced: 28 Apr 2024

https://github.com/DAGWorks-Inc/hamilton

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering featurization hacktoberfest lineage llmops machine-learning mlops numpy orchestration pandas python software-engineering

Last synced: 28 Apr 2024

https://github.com/ydataai/ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

big-data-analytics data-analysis data-exploration data-profiling data-quality data-science deep-learning eda exploration exploratory-data-analysis hacktoberfest html-report jupyter jupyter-notebook machine-learning pandas pandas-dataframe pandas-profiling python statistics

Last synced: 28 Apr 2024

https://github.com/cleanlab/cleanlab

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

active-learning annotation data-analysis data-centric-ai data-cleaning data-curation data-labeling data-profiling data-quality data-science data-validation dataops dataquality datasets labeling llms noisy-labels out-of-distribution-detection outlier-detection weak-supervision

Last synced: 28 Apr 2024

https://github.com/fbdesignpro/sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

data-analysis data-exploration data-profiling data-science data-visualization eda exploration exploratory-data-analysis machine-learning pandas pandas-dataframe python statistics

Last synced: 28 Apr 2024

https://github.com/statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

count-model data-analysis data-science econometrics forecasting generalized-linear-models hypothesis-testing prediction python regression-models robust-estimation statistics timeseries-analysis

Last synced: 28 Apr 2024

https://github.com/h2oai/datatable

A Python package for manipulating 2-dimensional tabular data structures

data-analysis data-structure ftrl performance python

Last synced: 28 Apr 2024

https://github.com/ResidentMario/missingno

Missing data visualization module for Python.

data-analysis data-visualization missing-data pandas python

Last synced: 28 Apr 2024

https://github.com/scikit-learn-contrib/imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

data-analysis data-science machine-learning python statistics

Last synced: 28 Apr 2024

https://github.com/aksnzhy/xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

data-analysis data-science factorization-machines ffm fm machine-learning statistics

Last synced: 28 Apr 2024

https://github.com/unslothai/hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

data-analysis data-science deep-learning econometrics gpu machine-learning neural-network optimization python pytorch regression-models research scikit-learn statistics statsmodels tensor

Last synced: 28 Apr 2024

https://github.com/akfamily/akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

academic akshare asset-pricing bond currency data data-analysis data-science datasets economic-data economics finance finance-api financial-data fundamental futures option quant stock

Last synced: 28 Apr 2024

https://github.com/hi-primus/optimus

:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

big-data-cleaning bigdata cudf dask dask-cudf data-analysis data-cleaner data-cleaning data-cleansing data-exploration data-extraction data-preparation data-profiling data-science data-transformation data-wrangling machine-learning pyspark spark

Last synced: 28 Apr 2024

https://github.com/has2k1/plotnine

A Grammar of Graphics for Python

data-analysis grammar graphics plotting python

Last synced: 28 Apr 2024

https://github.com/alejandrodumas/kodiak

Enhance your feature engineering workflow with Kodiak

data-analysis pandas

Last synced: 27 Apr 2024

https://github.com/HHammond/PrettyPandas

A Pandas Styler class for making beautiful tables

data-analysis data-science pandas pandas-dataframe pandas-dataframes pandas-styler python reporting

Last synced: 27 Apr 2024

https://github.com/e-m-b-a/embark

EMBArk - The firmware security scanning environment

data-analysis django embedded-linux embedded-systems firmware firmware-analysis firmware-tools hacking iot linux penetration-testing pentesting scanner security security-automation security-scanner security-testing security-tools ubuntu-server vulnerability-scanners

Last synced: 27 Apr 2024

https://github.com/AurelienAubry/Spotlight

Spotlight is a Spotify dashboard that allows user to visualize his listening habits.

backend bootstrap chartjs data data-analysis data-science data-visualization flask frontend javascript js pandas python python3 react react-bootstrap spotify

Last synced: 27 Apr 2024

https://github.com/matthewgrosman/messenger-analytics

Project that ingests Facebook Messenger conversations and generates analytics.

analytics data-analysis excel facebook facebook-messenger java mongodb

Last synced: 27 Apr 2024

https://github.com/DistrictDataLabs/cultivar

Multidimensional data explorer and visualization tool.

data-analysis data-exploration data-management visualization

Last synced: 27 Apr 2024

https://github.com/charliezcr/Kpop-Data-Analysis

Data analysis about K-pop industry, artists, and companies. Visualized business performances of public K-pop companies and analyzed artist management and international marketing strategies

data-analysis data-visualization kpop pandas python

Last synced: 26 Apr 2024

https://github.com/d4t4x/data-selfie

Data Selfie - a browser extension to track yourself on Facebook and analyze your data.

chrome-extension data-analysis data-dashboard firefox-addon privacy

Last synced: 26 Apr 2024

https://github.com/mito-ds/mito

The mitosheet package, trymito.io, and other public Mito code.

data data-analysis data-science data-visualization jupyter pandas python streamlit-component

Last synced: 25 Apr 2024

https://github.com/moosetechnology/Moose

MOOSE - Platform for software and data analysis.

data-analysis moose pharo smalltalk software-analysis

Last synced: 23 Apr 2024

https://github.com/nidhaloff/igel

a delightful machine learning tool that allows you to train, test, and use models without writing code

artificial-intelligence automation automl automl-experiments data-analysis data-science hacktoberfest hacktoberfest2021 machine-learning machine-learning-algorithms machine-learning-library machinelearning neural-network neural-networks preprocessing scikit-learn scikitlearn-machine-learning sklearn

Last synced: 23 Apr 2024

https://github.com/Yuanchao-Xu/gfer

Green Finance and Environmental Risk

corporate-social-responsibility csr data-analysis data-scraping environmental-risk green-finance stock-data

Last synced: 22 Apr 2024

https://github.com/visualpython/visualpython

GUI-based Python code generator for data science, extension to Jupyter Lab, Jupyter Notebook and Google Colab.

bigdata chrome-extension code-generator data-analysis jupyter-lab-extension jupyter-notebook-extension jupyterlab-extension pandas python visual-coding

Last synced: 22 Apr 2024

https://github.com/deanmarchiori/analysis-flow

Data Analysis Workflows & Reproducibility Learning Resources

data-analysis reproducibility reproducible-data-science reproducible-science tooling workflow

Last synced: 22 Apr 2024

https://github.com/georgezouq/awesome-saas

A curated list for SaaS (Software as a services)

ai awesome awesome-list cloud-services cms data-analysis digital erp log-analysis low-code management marketing no-code productivity saas sales workflow

Last synced: 22 Apr 2024

https://github.com/nla-group/classix

Fast and explainable clustering in Python

algorithm classification clustering cython data-analysis data-mining data-science database dataset explainable-ml machine-learning python unsupervised-learning unsupervised-machine-learning visualization

Last synced: 20 Apr 2024

https://github.com/nshiab/simple-data-analysis

Easy-to-use and high-performance JavaScript library for data analysis.

data data-analysis data-science duckdb javascript nodejs typescript

Last synced: 20 Apr 2024

https://github.com/javascriptdata/danfojs

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

danfojs data-analysis data-analytics data-manipulation data-science dataframe javascript pandas plotting-charts stream-data stream-processing table tensorflow tensors