Projects in Awesome Lists tagged with data-science

https://github.com/okld/streamlit-pandas-profiling

Pandas profiling component for Streamlit.

data-science demo pandas pandas-profiling python streamlit streamlit-component streamlit-pandas-profiling

Last synced: 31 Jul 2024

https://github.com/gdsbook/book

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

data-analysis-python data-science geographic-data geographical-information-system spatial-analysis spatial-data-analysis spatial-statistics statistics

Last synced: 31 Jul 2024

https://github.com/upgini/upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

automated-feature-engineering automl automl-pipeline chatgpt data-enrichment data-science feature-engineering feature-extraction feature-selection features kaggle kaggle-solution large-language-models llm machine-learning open-data open-datasets public-data python-library scikit-learn

Last synced: 01 Aug 2024

https://github.com/weecology/retriever

Quickly download, clean up, and install public datasets into a database management system

data data-retrieval data-science dataset datasets hacktobefest python

Last synced: 01 Aug 2024

https://github.com/mikekeith52/scalecast

The practitioner's forecasting library

auto-ml data-science deep-learning easy-to-use forecasting keras lstm machine-learning mase msis pandas python recurrent-neural-networks scikit-learn scikit-learn-python smape time-series vecm

Last synced: 01 Aug 2024

https://github.com/Technion-Kishony-lab/quibbler

Your data - interactive!

data-analysis data-science data-visualization declarative graphics gui interactive jupyter matplotlib python widgets

Last synced: 31 Jul 2024

https://github.com/tirthajyoti/pydbgen

Random dataframe and database table generator

data-generation data-science database fake-data generator pandas-dataframe python random-generation sqlite sqlite3 synthetic-data synthetic-dataset-generation

Last synced: 31 Jul 2024

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

🧰 Multi-user development platform for machine learning teams. Simple to setup within minutes.

data-science docker jupyter jupyterhub machine-learning python

Last synced: 01 Aug 2024

https://github.com/alibaba/feathub

FeatHub - A stream-batch unified feature store for real-time machine learning

apache-flink data data-engineering data-quality data-science feature-engineering feature-store machine-learning mlops streaming

Last synced: 01 Aug 2024

https://github.com/tommyod/Efficient-Apriori

An efficient Python implementation of the Apriori algorithm.

apriori-algorithm association-rules data-mining data-science machinelearning

Last synced: 31 Jul 2024

https://github.com/iterative/terraform-provider-iterative

☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

aws azure cloud cloud-computing cloud-infrastructure cloud-orchestration cloud-storage cml data-science developer-tools gcp gpu hacktoberfest k8s machine-learning mlops terraform terraform-provider terraform-provider-iterative tpi

Last synced: 01 Aug 2024

https://github.com/merantix-momentum/squirrel-core

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut:

ai cloud-computing collaboration computer-vision cv data-ingestion data-mesh data-science dataops datasets deep-learning distributed jax machine-learning ml natural-language-processing nlp python pytorch tensorflow

Last synced: 01 Aug 2024

https://github.com/zero-one-group/geni

A Clojure dataframe library that runs on Spark

big-data clojure clojure-library clojure-repl data-engineering data-science dataframe distributed-computing high-performance-computing machine-learning parallel-computing spark

Last synced: 31 Jul 2024

https://github.com/Mybridge/python-articles

Monthly Series - Top 10 Python Articles

data-science data-visualization django flask python python3

Last synced: 31 Jul 2024

https://github.com/Giorgi/DuckDB.NET

Bindings and ADO.NET Provider for DuckDB

ado-net data-science duckdb duckdb-database hacktoberfest hacktoberfest2023

Last synced: 31 Jul 2024

https://github.com/jupyter-naas/naas

Low-code Python library to safely use notebooks in production: schedule workflows, generate assets, trigger webhooks, send notifications, build pipelines, manage secrets (Cloud-only)

ai binder data data-science data-transformation engine etl integration jupyter jupyterlab notebooks open-source pipeline

Last synced: 01 Aug 2024

https://github.com/datalayer/jupyter-ui

⚛️ React.js components 💯% compatible with 🪐 Jupyter. https://jupyter-ui-storybook.datalayer.tech

data data-product data-science data-visualisation datalayer ipywidgets jupyter jupyterlab lumino notebook reactjs ui

Last synced: 01 Aug 2024

https://github.com/enlite-ai/maze

Maze Applied Reinforcement Learning Framework

applied-machine-learning automation data-science decision-making deep-learning distributed documentation framework machine-learning monitoring optimization python reinforcement-learning simulation

Last synced: 01 Aug 2024

https://github.com/PYFTS/pyFTS

An open source library for Fuzzy Time Series in Python

data-science econometrics forecasting forecasting-models fts fuzzy-rules fuzzy-sets fuzzy-sets-syst fuzzy-systems fuzzy-time-series interval probabilistic-forecasting python series series-models time-series time-series-analysis time-series-forecasting

Last synced: 01 Aug 2024

https://pyfts.github.io/pyFTS/

An open source library for Fuzzy Time Series in Python

data-science econometrics forecasting forecasting-models fts fuzzy-rules fuzzy-sets fuzzy-sets-syst fuzzy-systems fuzzy-time-series interval probabilistic-forecasting python series series-models time-series time-series-analysis time-series-forecasting

Last synced: 01 Aug 2024

https://github.com/dataqa/nlp-labelling

Labelling platform for text using weak supervision.

annotation-tool data-labeling data-science learning-with-limited-labeled-data learning-with-noisy-labels natural-language-processing ner nlp nlp-machine-learning pseudo-labeling search-engine text-annotation-tool text-classification text-mining weak-supervision

Last synced: 31 Jul 2024

https://github.com/WenjieZ/TSCV

Time Series Cross-Validation -- an extension for scikit-learn

backtesting cross-validation data-science hyperparameter-optimization machine-learning model-selection time-series tuning-parameters

Last synced: 01 Aug 2024

https://github.com/asad70/reddit-sentiment-analysis

This program goes thru reddit, finds the most mentioned tickers and uses Vader SentimentIntensityAnalyzer to calculate the ticker compound value.

algotrading data-science data-science-projects data-visualization mentioned-tickers reddit reddit-sentiment-analysis sentiment sentiment-analysis stocks ticker-compound trading vader vader-sentiment-analysis vader-sentimentintensityanalyzer wallstreetbets

Last synced: 01 Aug 2024

https://github.com/PKU-DAIR/Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

artificial-intelligence autograd data-science deep-learning deep-neural-networks distributed-systems distributed-training embeddings gpu high-dimensional machine-learning python state-of-the-art

Last synced: 31 Jul 2024

https://github.com/samueldobbie/markup

A web-based document annotation tool, powered by GPT-4 :rocket:

active-learning annotation-tool data-labeling data-science gpt-4 machine-learning named-entity-recognition natural-language-processing ner nlp sequence-to-sequence text-annotation text-annotation-tool

Last synced: 31 Jul 2024

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

A visualisation tool for the creation and analysis of graphs

analysis data data-analysis data-science data-visualization graphs interpretation networks visualisation visualization

Last synced: 01 Aug 2024

https://github.com/modal-labs/modal-client

Python client library for Modal

cloud data-science distributed machine-learning modal python serverless

Last synced: 31 Jul 2024

https://github.com/bgruening/docker-galaxy-stable

:whale::bar_chart::books: Docker Images tracking the stable Galaxy releases.

data-science docker-image galaxy galaxyproject science

Last synced: 01 Aug 2024

https://github.com/Minyus/pipelinex

PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more

data-engineering data-science deep-learning experimentation machine-learning pipeline

Last synced: 31 Jul 2024

https://github.com/koalaverse/homlr

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

data-science machine-learning r supervised-learning unsupervised-learning

Last synced: 31 Jul 2024

https://github.com/anki-code/xonsh-cheatsheet

Cheat sheet for xonsh shell with copy-pastable examples. The best doc for the new users.

awesome awesome-cheatsheet cheat-sheet cheat-sheets cheatsheet cheatsheets console data-science devops devops-scripts hacking shell terminal xonsh xontrib

Last synced: 31 Jul 2024

https://github.com/jgoerner/data-science-stack-cookiecutter

🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)

airflow apistar cookiecutter data-science docker docker-image jupyter minio postgres python superset

Last synced: 31 Jul 2024

https://github.com/A3Data/hermione

ML made simple

data-science hermione machine-learning python

Last synced: 31 Jul 2024

https://github.com/benedekrozemberczki/DANMF

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 31 Jul 2024

https://github.com/nteract/bookstore

📚 Notebook storage and publishing workflows for the masses

data-science notebook nteract scheduling storage versioned-buckets

Last synced: 01 Aug 2024

https://github.com/storieswithsiva/Data-Science-Resources

👨🏽‍🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋

artificial-intelligence artificial-neural-networks data data-analysis data-analytics data-mining data-science data-science-resource data-science-resources data-scientist data-scientists data-visualization data-world datascience dataset learning learning-kit machine-learning python repository

Last synced: 01 Aug 2024

https://github.com/agilescientific/striplog

Lithology and stratigraphic logs for wells or outcrop.

data-mining data-science geology petrophysics sedimentology swung-stack

Last synced: 30 Jul 2024

https://lge-arc-advancedai.github.io/auptimizer/

An automatic ML model optimization tool.

automated-machine-learning automl data-engineering data-science deep-learning hpo hyperparameter-optimization hyperparameter-tuning machine-learning neural-networks

Last synced: 01 Aug 2024

https://github.com/h2oai/nitro

Create apps 10x quicker, without Javascript/HTML/CSS.

app apps data-analysis data-science developer-tools devtools graphics h2o-nitro low-code python ui ui-components user-interface web-application webapp widget-library widgets

Last synced: 01 Aug 2024

https://github.com/yogeshhk/TeachingDataScience

Course notes for Data Science related topics, prepared in LaTeX

course-materials data-science deep-learning jupyter-notebooks latex machine-learning natural-language-processing open-source python

Last synced: 31 Jul 2024

https://github.com/ivnvxd/pyquest

Python everything Cheatsheet and a Journey to the land of Python programming

algorithms architecture cheatsheet concurrency data-science data-structures data-types database fundamentals jupyter-notebook learn oop python standard-library tutorial web-development

Last synced: 01 Aug 2024

https://github.com/analysiscenter/batchflow

BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

data-science machine-learning pipeline pipeline-framework python python3 workflow workflow-engine

Last synced: 01 Aug 2024

https://github.com/alan-turing-institute/skpro

A unified framework for tabular probabilistic regression and probability distributions in python

ai data-science framework machine-learning prediction probabilistic-models probability-distributions python regression sklearn

Last synced: 29 Jul 2024

https://github.com/Toloka/crowd-kit

Control the quality of your labeled data with the Python tools you already know.

aggregations annotation crowd crowdsourcing data-mining data-science labeling python quality-control toloka truth-inference

Last synced: 31 Jul 2024

https://github.com/ActivitySim/activitysim

An Open Platform for Activity-Based Travel Modeling

activitysim bsd-3-clause data-science microsimulation python travel-modeling

Last synced: 31 Jul 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: 31 Jul 2024

https://github.com/robmarkcole/HASS-data-detective

Explore and analyse your Home Assistant data

data data-science home home-assistant home-automation

Last synced: 01 Aug 2024

https://github.com/kdr-aus/ogma

Scripting language focused on processing tabular data.

data-science language rust scripting-language table-data

Last synced: 31 Jul 2024

https://github.com/kevin-hanselman/dud

A lightweight CLI tool for versioning data alongside source code and building data pipelines.

data-engineering data-pipelines data-science dataset dvcs machine-learning mlops

Last synced: 31 Jul 2024

https://github.com/Automunge/AutoMunge

Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbations.

data-science machine-learning

Last synced: 31 Jul 2024

https://learnbyexample.github.io/py_resources/

Collection of Python learning resources

curated-list data-science learning machine-learning python resources scientific-computing

Last synced: 01 Aug 2024

https://github.com/jgoerner/beyond-jupyter

🐍💻📊 All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker" (incl. Slides, Video, Udemy MOOC & other References)

airflow apache apistar data-science docker docker-compose jupyter jupyter-notebook minio postgres superset

Last synced: 31 Jul 2024

https://github.com/davendw49/k2

Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024

ai4science data-science geoai geoscience kg large-language-models llm

Last synced: 01 Aug 2024

https://github.com/jazzdotdev/jazz

The Scripting Engine that Combines Speed, Safety, and Simplicity

actix android chromeos crypto cryptography data-science database development-environment embeddable jazz jinja2 linux lua markdown rust scraping scripting web witness

Last synced: 01 Aug 2024

https://github.com/DongjunLee/quantified-self

Self-knowledge through numbers

chatbot data-science fitbit github kino machine-learning personal-assistant quantified-self rescuetime self-tracking slack-bot todoist toggl trello

Last synced: 01 Aug 2024

https://github.com/jupyterhub/repo2docker-action

A GitHub action to build data science environment images with repo2docker and push them to registries.

actions binder data-science datascience docker jupyter jupyter-notebook repo2docker repo2docker-action

Last synced: 01 Aug 2024

https://github.com/dogoncouch/logdissect

CLI utility and Python module for analyzing log files and other data.

cli command-line data-analysis data-science forensic-analysis forensics json library log-analysis log-parser module parser parsing parsing-library python-library python-module python-modules security syslog

Last synced: 31 Jul 2024

https://github.com/hamelsmu/Seq2Seq_Tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 31 Jul 2024

https://github.com/DataHaskell/dh-core

Functional data science

data-analysis data-mining data-science dataframes datahaskell datasets machine-learning numerical-methods

Last synced: 31 Jul 2024

https://github.com/minerva-ml/steppy

Lightweight, Python library for fast and reproducible experimentation :microscope:

data-science deep-learning image-processing machine-learning minimal-interface nlp open-source pipeline python python-library python3 reproducibility reproducible-research steppy steppy-library steppy-toolkit steps

Last synced: 31 Jul 2024

https://github.com/genular/pandora

PANDORA - Predictive Analytics aNd Data Oriented Research Applications :computer:

bioinformatics biomarkers clinical-data clustering data-integration data-mining data-science data-visualization drug-discovery genomic-data-analysis machine-learning microbiome pandora predictive-analytics systems-biology transcriptomics tsne umap unsupervised-machine-learning

Last synced: 01 Aug 2024

https://github.com/gtkcyber/griffon-vm

Griffon Data Science Virtual Machine

apache-drill apache-spark big-data data-science database elasticsearch hadoop jupyter-notebook mysql node-js python r ruby scala virtual-machine

Last synced: 30 Jul 2024

https://github.com/morganjwilliams/pyrolite

A set of tools for getting the most from your geochemical data.

chemistry data-science geochemical-data geochemistry geoscience pyrolite ternary-diagrams

Last synced: 30 Jul 2024

https://github.com/ahmedkhemiri95/PDFs-TextExtract

Multiple and Large PDF Documents Text Extraction.

data-science extract-text parser pdf pdf-document pdf-processing pdfminer pdfs pdfs-textextract pypdf2 python text-analytics

Last synced: 01 Aug 2024

https://github.com/RamiKrispin/Introduction-to-Docker

(WIP) Getting started with Docker - An introduction to Docker with data science and engineering applications

data-engineering data-science docker dockerfile

Last synced: 30 Jul 2024

https://github.com/ModelChimp/modelchimp

Experiment tracking for machine and deep learning projects

ai artificial-intelligence data-science deep-learning experiment machine-learning ml model-management platform tool

Last synced: 31 Jul 2024

https://github.com/EnvironmentOntology/envo

A community-driven ontology for the representation of environments

data-management data-science earth-science ecoinformatics ecology environment esip obofoundry ontology planetary-science semantics sustainable-development-goals

Last synced: 01 Aug 2024

https://github.com/machine-learning-apps/ml-template-azure

Template for getting started with automated ML Ops on Azure Machine Learning

aml azure azure-machine-learning data-science machine-learning machine-learning-lifecycle mlops

Last synced: 01 Aug 2024

https://github.com/jacobgil/confidenceinterval

The long missing library for python confidence intervals

data-science machine-learning metrics statistics

Last synced: 01 Aug 2024

https://github.com/romanmichaelpaolucci/AI_Stock_Trading

Design pattern for critical stages in the development process of an AI Stock Trading Bot

artificial-intelligence data-science machine-learning neural-network python trading trading-algorithms trading-bot trading-strategies

Last synced: 01 Aug 2024

https://github.com/mszell/introdatasci

Course materials for: Introduction to Data Science and Programming

course-materials crash-course data-science network-analysis pandas-python programming programming-courses python teaching-materials

Last synced: 01 Aug 2024

https://github.com/napjon/krisk

Statistical Interactive Visualization with pandas+Jupyter integration on top of Echarts.

dashboard data-science data-visualization echarts interactive-charts jupyter-notebook python

Last synced: 01 Aug 2024

https://github.com/alexandervnikitin/tsgm

Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)

augmentations data-augmentation data-science datasets deep-learning generative-model keras machine-learning python synthetic-data synthetic-time-series tensorflow2 time-series vae

Last synced: 01 Aug 2024

https://github.com/streamnative/pulsar-spark

Spark Connector to read and write with Pulsar

apache-pulsar apache-spark batch-processing data-processing data-science flink spark spark-sql stream-processing structured-streaming

Last synced: 01 Aug 2024

https://github.com/lawmurray/Birch

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

autodiff bayesian bayesian-inference bayesian-methods bayesian-statistics data-science machine-learning machine-learning-algorithms machine-learning-projects monte-carlo-methods monte-carlo-sampling probabilistic-programming-languages statistics

Last synced: 31 Jul 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: 01 Aug 2024

https://github.com/benthecoder/ml-blogs-that-are-worth-reading

Blogs on Machine Learning and Deep learning

ai artificial-intelligence data-science deep-learning machine-learning ml

Last synced: 01 Aug 2024

https://github.com/dssg/MLforPublicPolicy

Class resources for CAPP 30254 (Machine Learning for Public Policy)

data-science machine-learning public-policy

Last synced: 31 Jul 2024

https://github.com/online-ml/deep-river

data-science deep-learning incremental-learning machine-learning neural-network online-deep-learning online-learning outlier-detection pytorch stream

Last synced: 31 Jul 2024

https://github.com/georgian-io/pyoats

Quick and Easy Time Series Outlier Detection

anomaly anomaly-detection data-science deep-learning machine-learning time-series timeseries

Last synced: 31 Jul 2024

https://github.com/target/data-validator

A tool to validate data, built around Apache Spark.

data-science data-validation hacktoberfest

Last synced: 01 Aug 2024

https://github.com/xiyanghu/OSDT

Optimal Sparse Decision Trees

accelerate acceleration-model algorithm algorithm-optimization data-mining data-science interpretable-ml machine-learning ml-system mlsys neurips python python3

Last synced: 31 Jul 2024

https://github.com/PetoLau/TSrepr

TSrepr: R package for time series representations

data-analysis data-mining data-mining-algorithms data-science r r-package representation time-series time-series-analysis time-series-classification time-series-clustering time-series-data-mining time-series-representations

Last synced: 01 Aug 2024

https://github.com/IlyaGusev/tgcontest

Telegram Data Clustering contest solution by Mindful Squirrel

classification clustering cpp data-science document-similarity fasttext machine-learning nlp

Last synced: 01 Aug 2024

https://github.com/scottshambaugh/monaco

Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.

data-science monaco monte-carlo python scientific-computing sensitivity-analysis simulation statistics uncertainty-analysis uncertainty-quantification

Last synced: 01 Aug 2024

https://github.com/ideos/gloe

A general-purpose library designed to guide developers in expressing their code as a flow.

clean-code data-science flow functional-programming machine-learning python typing

Last synced: 31 Jul 2024

https://github.com/darribas/gds_course

Geographic Data Science, the course

course data-science educational gds-course geographic-data-science gis

Last synced: 31 Jul 2024

https://github.com/uc-r/uc-r.github.io

Main repository for R programming courses @ University of Cincinnati, courses and tutorials that focus on data wrangling, exploration, visualization, and analysis with R.

classroom data-science data-wrangling machine-learning r tutorial tutorial-code visualization

Last synced: 31 Jul 2024

https://github.com/Dumbris/trunklucator

Python module for data scientists for quick creating annotation projects.

active-learning annotation annotation-tool data-science machine-learning nlp

Last synced: 01 Aug 2024

https://github.com/nuclio/nuclio-jupyter

Nuclio Function Automation for Python and Jupyter

data-science jupyter kubernetes nuclio python

Last synced: 01 Aug 2024

https://github.com/beneath-hq/beneath

Beneath is a serverless real-time data platform ⚡️

analytics beneath data-engineering data-pipelines data-science data-warehouse dataops developer-tools etl go kubernetes mlops python sql streaming

Last synced: 01 Aug 2024

https://github.com/andrea-ballatore/open-geo-data-education

Open Geospatial Datasets for GIS Education: This is a repository of open geospatial datasets to be used in an educational context. I created these files over years of teaching Geographic Data Science and GIS. All original datasets are freely available online with open data licenses (see the dataset attribution for details). All the datasets in this repository have been selected, cleaned, harmonised, and repackaged for GIS exercises in a higher-education context. This is a pretty time-intensive process that other educators can hopefully avoid by using these versions.

data-science geojson geospatial-data geospatial-datasets gis gis-data gis-education tsv