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Top 12 Julia Data Science Projects
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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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Dash.jl
Dash for Julia - A Julia interface to the Dash ecosystem for creating analytic web applications in Julia. No JavaScript required.
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Chain.jl
A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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TableIO.jl
A glue package for reading and writing tabular data. It aims to provide a uniform api for reading and writing tabular data from and to multiple sources.
Project mention: Symbolicregression.jl – High-Performance Symbolic Regression in Julia and Python | news.ycombinator.com | 2023-07-15
Project mention: Dash.jl – Julia interface to the Dash ecosystem | news.ycombinator.com | 2023-08-31
Project mention: MarSwitching.jl: New package for Markov Switching regression models | /r/Julia | 2023-10-04You can read more and check example in the package repo here: https://github.com/m-dadej/MarSwitching.jl
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Julia Data Science related posts
- [D] Why are we stuck with Python for something that require so much speed and parallelism (neural networks)?
- [N] New BetaML v0.8: model definition, hyperparameters tuning and fitting in 2 lines
- Deep Learning With Flux: Loss Doesn't Converge
- Flux: The Elegant Machine Learning Stack
- Julia for finance - retrieving and persisting financial data
- Julia Update: Adoption Keeps Climbing; Is It a Python Challenger?
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A note from our sponsor - SaaSHub
www.saashub.com | 22 Apr 2024
Index
What are some of the best open-source Data Science projects in Julia? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Flux.jl | 4,386 |
| 2 | MLJ.jl | 1,720 |
| 3 | Distributions.jl | 1,070 |
| 4 | GLM.jl | 572 |
| 5 | SymbolicRegression.jl | 526 |
| 6 | Dash.jl | 480 |
| 7 | Chain.jl | 346 |
| 8 | BetaML.jl | 90 |
| 9 | Stonks.jl | 50 |
| 10 | MarSwitching.jl | 34 |
| 11 | TableIO.jl | 13 |
| 12 | IUCNRedList.jl | 11 |
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