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372 search results found

Data Science For Beginners ⭐ 25,362

10 Weeks, 20 Lessons, Data Science for All!

Dash ⭐ 19,976

Data Apps & Dashboards for Python. No JavaScript Required.

Bokeh ⭐ 18,520

Interactive Data Visualization in the browser, from Python

Perspective ⭐ 9,079

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

Panel ⭐ 5,206

Panel: The powerful data exploration & web app framework for Python

Vanna ⭐ 4,558

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

Dtale ⭐ 4,407

Visualizer for pandas data structures

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Awesome Jupyter ⭐ 4,114

A curated list of awesome Jupyter projects, libraries and resources

Datascience ⭐ 3,955

Curated list of Python resources for data science.

Geemap ⭐ 3,674

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Mercury ⭐ 3,660

Convert Jupyter Notebooks to Web Apps

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Leafmap ⭐ 3,379

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

Ml Workspace ⭐ 3,197

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

Linear Algebra With Python ⭐ 2,333

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

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

General Assembly's 2015 Data Science course in Washington, DC

Data Science On Gcp ⭐ 1,249

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Responsible Ai Toolbox ⭐ 1,187

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Ipyvizzu ⭐ 897

Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.

Daily Dose Of Data Science ⭐ 691

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

Plotly_express ⭐ 595

Plotly Express - Simple syntax for complex charts. Now integrated into plotly.py!

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Bayesian Analysis with Python (Second Edition)

Tutorials ⭐ 552

Code for some of my articles

Cookbook 2nd Code ⭐ 532

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

Amazing Feature Engineering ⭐ 485

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

D3 block magic for Jupyter notebook.

Machine_learning_tutorials ⭐ 421

Code, exercises and tutorials of my personal blog ! 📝

Jupyterlab_templates ⭐ 408

Support for jupyter notebook templates in jupyterlab

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

Swiftplot ⭐ 353

Swift library for Data Visualization 📊

Pydatalab ⭐ 347

open source for wechat-official-account (ID: PyDataLab)

Ipyvizzu Story ⭐ 309

Build, present and share animated data stories in Jupyter Notebook and similar environments.

Data Science Hacks ⭐ 300

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

Pandas Workshop ⭐ 285

An introductory workshop on pandas with notebooks and exercises for following along.

Awesome Data Centric Ai ⭐ 282

Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

Datacamp Project Solutions Python ⭐ 275

DataCamp Project Solutions

Quibbler ⭐ 275

Your data - interactive!

Cryptocurrency Analysis Python ⭐ 260

Open-Source Tutorial For Analyzing and Visualizing Cryptocurrency Data

Topography_atlas_of_space ⭐ 240

Code and instructions for making topographic maps of planets and moons

Lonboard ⭐ 237

Python library for fast, interactive geospatial vector data visualization in Jupyter.

Jupyter Ui ⭐ 228

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

Gwu_data_mining ⭐ 228

Materials for GWU DNSC 6279 and DNSC 6290.

Python Data Viz Workshop ⭐ 214

A workshop on data visualization in Python with notebooks and exercises for following along.

Dataviz With Python And Js ⭐ 210

The accompanying files for the book 'Dataviz with Python and JavaScript'

atoti issue tracking

Ml Capsule ⭐ 207

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

11_python_matplotlib_module ⭐ 206

Matplotlib is an amazing visualization library in Python for 2D plots of arrays. Matplotlib is a multi-platform data visualization library built on NumPy arrays and designed to work with the broader SciPy stack. It was introduced by John Hunter in the year 2002. One of the greatest benefits of visualization is that it allows us visual access to huge amounts of data in easily digestible visuals. Matplotlib consists of several plots like line, bar, scatter, histogram, etc

Dexplot ⭐ 202

Simple plotting library that wraps Matplotlib and integrated with DataFrames

12_python_seaborn_module ⭐ 191

Seaborn is one of the go-to tools for statistical data visualization in python. It has been actively developed since 2012 and in July 2018, the author released version 0.9. This version of Seaborn has several new plotting features, API changes and documentation updates which combine to enhance an already great library. This article will walk through a few of the highlights and show how to use the new scatter and line plot functions for quickly creating very useful visualizations of data.

A declarative library for Python designed to create interactive multi-scale visualizations of genomics and epigenomics data.

A {K}otlin g{ra}mmar for data {vis}ualization

Mydatascienceportfolio ⭐ 172

Applying Data Science and Machine Learning to Solve Real World Business Problems

Western_constellations_atlas_of_space ⭐ 169

Code, data, and instructions to map every star you can see from Earth

Mars_geology_atlas_of_space ⭐ 161

Code and instructions for making a geologic map of Mars

Interactive Dashboards And Data Apps With Plotly And Dash ⭐ 158

Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt

Python Data Visualization Course ⭐ 151

Course materials for teaching data visualization in Python.

Data Visualization ⭐ 149

Collection of interactive Jupiter Notebook widgets and graphs.

Py Quantmod ⭐ 149

Powerful financial charting library based on R's Quantmod | http://py-quantmod.readthedocs.io/en/latest/

Machine_learning_for_good ⭐ 145

Machine learning fundamentals lesson in interactive notebooks

Learning Vis Tools ⭐ 140

Learning Vis Tools: Tutorial materials for Data Visualization course at HKUST

Datasist ⭐ 137

A Python library for easy data analysis, visualization, exploration and modeling

React components for data visualization and exploration

Data Science Portfolio ⭐ 125

A Portfolio of my Data Science Projects

Data Science Tutorials ⭐ 124

Python Tutorials for Data Science

Data Science Wg ⭐ 122

SF Brigade's Data Science Working Group.

Lab Workshops ⭐ 120

Materials for workshops on text mining, machine learning, and data visualization

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

Ipyregulartable ⭐ 113

High performance, editable, stylable datagrids in jupyter and jupyterlab

Ds_and_ml_projects ⭐ 110

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

Display your data in an attractive way in your notebook!

How To Score 0.8134 In Titanic Kaggle Challenge ⭐ 105

Solution of the Titanic Kaggle competition

Practical Python Data Viz Guide ⭐ 98

Resources for teaching & learning practical data visualization with python.

Analises ⭐ 95

📊 Repositório de códigos simples e replicáveis das análises publicadas.

Intro To Python ⭐ 94

An Introduction to Programming in Python

Repository containing Jupyter Notebooks for most of the blog posts on my blog. For example, there are data visualization, data manipulation, and data analysis code examples in the Notebooks

A python toolkit to create Visualizations (Vis) using natural language (NL) or add an NL interface to existing Vis.

Covid 19 Casestudy And Predictions ⭐ 90

This repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.

Data Analysis In Examples ⭐ 87

Set of notebooks complementing medium.com articles

Forestplot ⭐ 86

A Python package to make publication-ready but customizable coefficient plots.

Data Science Articles ⭐ 82

A collection of my blogs on Data Science and Machine learning.

Data Visualization With Matplotlib and Seaborn

Ipychart ⭐ 80

The power of Chart.js with Python

Python_ml_tutorial ⭐ 76

A complete tutorial in python for Data Analysis and Machine Learning

Seaborn Tutorial ⭐ 76

This repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.

Flatiron School Data Science Curriculum Resources ⭐ 75

Lesson material on data science and machine learning topics/concepts

Ds Student Resources ⭐ 74

Data Science Student Companion Notebooks and Data Lake

Examples ⭐ 70

Visualization-focused examples of using HoloViz for specific topics

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Moon_geology_atlas_of_space ⭐ 69

Code, data, and instructions for mapping the geology of the moon

Amusive Blogging N Coding ⭐ 68

Open source code from the blog posts at

Data Science And Machine Learning Projects Dojo ⭐ 67

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

Equalareacartogram ⭐ 66

Converts a Shapefile, GeoJSON, or CSV to an equal area cartogram

Data Science For Marketing Analytics ⭐ 65

Achieve your marketing goals with the data analytics power of Python

Pydata Pandas Workshop ⭐ 65

Material for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request

PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data

Curso de Ciência da Computação

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