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Top 12 Exploration Open-Source Projects
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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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awesome-streamlit
The purpose of this project is to share knowledge on how awesome Streamlit is and can be
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rubicon-ml
Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Roam
Explore a procedurally-generated 2D world and interact with your surroundings. (by Preponderous-Software)
Project mention: Risking my life for an entire solar system of lentils | /r/Frugal_Jerk | 2023-12-11
Project mention: Potential of the Julia programming language for high energy physics computing | news.ycombinator.com | 2023-12-04I thought that notebook based development and package based development were diametrically opposed in the past, but Pluto.jl notebooks have changed my mind about this.
A Pluto.jl notebook is a human readable Julia source file. The Pluto.jl package is itself developed via Pluto.jl notebooks.
https://github.com/fonsp/Pluto.jl
Also, the VSCode Julia plugin tooling has really expanded in functionality and usability for me in the past year. The integrated debugging took some work to setup, but is fast enough to drop into a local frame.
https://code.visualstudio.com/docs/languages/julia
Julia is the first language I have achieved full life cycle integration between exploratory code to sharable package. It even runs quite well on my Android. 2023 is the first year I was able to solve a differential equation or render a 3D surface from a calculated mesh with the hardware in my pocket.
Project mention: Naikari: Eye of Chaos 0.10.0 – open-source 2-D space mystery game with exploration, trading, and combat gets another new update | /r/pcgaming | 2023-09-03
Exploration related posts
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Pluto.jl: Simple, reactive programming environment for Julia
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Pluto: Simple Reactive Notebooks for Julia
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Data exploration is not dead
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Explore your data in a single line of code
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Which preprocessing steps to improve the performance of a naive bayes classifier
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Ydata-Profiling and Dask
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🧠ydata-profiling + Dask!
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A note from our sponsor - InfluxDB
www.influxdata.com | 11 May 2024
Index
What are some of the best open-source Exploration projects? This list will help you:
Project | Stars | |
---|---|---|
1 | ydata-profiling | 12,085 |
2 | endless-sky | 5,392 |
3 | Pluto.jl | 4,886 |
4 | sweetviz | 2,841 |
5 | awesome-streamlit | 1,963 |
6 | pioneer | 1,568 |
7 | rubicon-ml | 123 |
8 | HouseExpo | 107 |
9 | Awesome-Hexcrawl | 77 |
10 | naikari | 73 |
11 | Roam | 1 |
12 | anomalousspace | 1 |
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