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Top 14 Python R Projects
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Plotly is a plotting library, and Dash is their open-source framework for building data apps with Python, R or Julia. (Dash also has an Enterprise version, but we'll focus on the open-source library here.)
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Prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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Project mention: [OC] Gender diversity in Tech companies | reddit.com/r/dataisbeautiful | 2023-01-16
They had to figure out video compression that worked at the volume that they wanted to deliver. They had to build and maintain their own CDN to be able to have a always available and consistent viewing experience. Don’t even get me started on the resiliency tools like hystrix that they were kind enough to open source. I mean, they have their own fucking data science framework and they’re looking into using neural networks to downscale video.. Sound familiar? That’s cause that’s practically the same thing as Nvidia’s DLSS (which upscales instead of downscales).
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Project mention: What's the best thing/library you learned this year ? | reddit.com/r/Python | 2022-12-16
papermill bcpandas fastapi
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To write web gui in Python, there are some other open source alternatives.
If just want to port simple shell interactive interface to web gui, can check https://github.com/pywebio/PyWebIO
If want to get a production level dashboard by using Python, https://wave.h2o.ai/ <>
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m2cgen
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
Project mention: Redis as a Database — Data Migration With RedisOM, RedisGears and Redlock | dev.to | 2023-01-22Notice that I’m using random values to populate the Sentiment field. You might compute the values for your fields based on other fields or actually use an ML model to perform the transformation. E.g. you could make use of m2cgen to transform trained models to pure python code and load them in **RedisGears **to be executed in a *GearsBuilder *instance. Another option is to pull out the big guns and go straight to RedisAI.
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AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
o https://aif360.mybluemix.net/
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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arl
lists of most popular repositories for most favoured programming languages (according to StackOverflow)
Project mention: Most-starred *insert programming language* GitHub repositories | news.ycombinator.com | 2022-08-16 -
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market_risk_gan_tensorflow
Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.
Project mention: VaR GaN: Estimate Value-at-Risk for market risk management using Keras and TensorFlow. Factor and Risk Analysis - star count:58.0 | reddit.com/r/algoprojects | 2022-06-12 -
nintendo-games-ratings
Dataset and visualizations of Nintendo Games and ratings, scraped from metacritic.com
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treeplotter
A Python package for tree plotting. Wraps TreantJS and R's webshot package to render high-res tree visualizations.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python R related posts
- prophet: NEW Data - star count:15466.0
- prophet: NEW Data - star count:15466.0
- prophet: NEW Data - star count:15466.0
- prophet: NEW Data - star count:15466.0
- prophet: NEW Data - star count:15450.0
- prophet: NEW Data - star count:15450.0
- prophet: NEW Data - star count:15450.0
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A note from our sponsor - Sonar
www.sonarsource.com | 9 Feb 2023
Index
What are some of the best open-source R projects in Python? This list will help you:
Project | Stars | |
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1 | dash | 18,034 |
2 | Prophet | 15,471 |
3 | metaflow | 6,367 |
4 | papermill | 5,090 |
5 | wave | 3,399 |
6 | m2cgen | 2,375 |
7 | AIF360 | 1,949 |
8 | arl | 1,728 |
9 | radian | 1,550 |
10 | jupyterlab_code_formatter | 648 |
11 | market_risk_gan_tensorflow | 65 |
12 | nintendo-games-ratings | 17 |
13 | treeplotter | 12 |
14 | r_freeze | 1 |