ydata-profiling
tbls
| ydata-profiling | tbls | |
|---|---|---|
| 43 | 6 | |
| 12,053 | 3,074 | |
| 0.9% | - | |
| 8.5 | 8.8 | |
| 10 days ago | about 22 hours ago | |
| Python | Go | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ydata-profiling
- FLaNK 25 December 2023
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First 15 Open Source Advent projects
6. Ydata-synthetic and Ydata-profiling by YData | Github | tutorial
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Coding Wonderland: Contribute to YData Profiling and YData Synthetic in this Advent of Code
Send us your North ⭐️: "On the first day of Christmas, my true contributor gave to me..." a star in my GitHub tree! 🎵 If you love these projects too, star ydata-profiling or ydata-synthetic and let your friends know why you love it so much!
- Data exploration is not dead
- 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
My suggestion start with the EDA - there are a lot of packages that automate that for you already. My usual go-to: https://github.com/ydataai/ydata-profiling.
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Simulating sales data
If you're not sure about the behaviour of your data (i.e., if the original data has properties like seasonality), you can use ydata-profiling to profile your data first.
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I recorded a Data Science Project using Python and uploaded it on Youtube
Super cool! For EDA, you could give ydata-profiling a spin sometime and speed up the process!
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Ydata-Profiling and Dask
Hey guys,
We've been recently at the Dask Demo Day and we're hoping to launch a new feature on ydata-profiling, with the support for Dask dataframes!
We're looking for Dask Wizards to start collaborating on this feature, so if you're interested, please join us to define the roadmap of the project and start making it real
Current GitHub branch is here: https://github.com/ydataai/ydata-profiling/tree/feat/dask
Dedicated dask channel here: https://discord.gg/EHDBuSSDuy
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🧠 ydata-profiling + Dask!
We're looking for Dask Wizards 🧙🏻♂️ to start collaborating on this branch, so if you're interested, please join us to define the roadmap of the project and start making it real 🚀
tbls
- FLaNK 25 December 2023
- tbls
- Tools to use to make high level Architecture diagrams
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Graphviz: Open-source graph visualization software
Autogenerated database documentation is often pretty hit and miss but tbls[1] does a pretty good job in that space. Especially when you comment on your tables, fields, views, functions etc (which is a good habit anyway!) the output is quite useful
[1] https://github.com/k1LoW/tbls
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Lesser Known PostgreSQL Features
In-database comments combined with something like https://github.com/k1LoW/tbls make for very cheap database documentation.
No affiliation with tbls except that I'm a big fan
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Recommendations for a CLI-tool to generate DB diagrams?
Check out tbls. You can create a ERD in one command
What are some alternatives?
dtale - Visualizer for pandas data structures
dbmate - :rocket: A lightweight, framework-agnostic database migration tool.
DataProfiler - What's in your data? Extract schema, statistics and entities from datasets
ksuid - K-Sortable Globally Unique IDs
dataframe-go - DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
prisma-client-go - Prisma Client Go is an auto-generated and fully type-safe database client
lux - Automatically visualize your pandas dataframe via a single print! 📊 💡
pg-ulid - ULID Functions for PostgreSQL
get-started-with-JAX - The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
plantuml-syntax - vim syntax file for plantuml
evidently - Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
mermaid - Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown