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Top 23 Statistic Open-Source Projects
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Project mention: Can anyone share some good examples of Python OOP Repos for DS? | reddit.com/r/datascience | 2022-09-17
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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Project mention: ✨ 10 Free Books for Machine Learning & Data Science 📚 | reddit.com/r/learnmachinelearning | 2022-09-23🔗 https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
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talent.io
Download talent.io’s Tech Salary Report. Median salaries, most in-demand technologies, state of the remote work... all you need to know your worth on the market by tech recruitment platform talent.io
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Project mention: Help growing open source software monetization | reddit.com/r/startups | 2022-09-25
Look at umami.is they are OSS analytics. However, just recently they announced hosting plans, so everyone gets their own instance while they manage the servers. I know what you're offering is totally different, but a great example.
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excelize
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
Project mention: Where does PHP being single threaded affect performance and can anything be done to make it better? | reddit.com/r/PHP | 2022-09-27Golang excel: https://github.com/qax-os/excelize
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Plausible Analytics
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
Project mention: How to grow a SaaS company to $500k in Annual Recurring Revenue with content distribution? | reddit.com/r/Entrepreneur | 2022-09-28Today I would like to share another great case study with you. I had the pleasure to speak with Marko Saric from Plausible. He told me a lot of insights on how he grew his SaaS to $500k ARR by writing valuable content and distributing it in the right places.
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Project mention: Data profiling as part of a data reliability strategy? | reddit.com/r/dataengineering | 2022-09-15
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Scout APM
Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.
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Since you are using python, pandas, scikit-learn, scipy, and statsmodels are what you are looking for
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Not sure if anyone mentioned tokei yet but it’s excellent
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gonum
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Project mention: Modern hardware is fast, so let's choose the slowest language to balance it out | reddit.com/r/ProgrammerHumor | 2022-09-19 -
boltons
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
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miller
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Project mention: Miller 6.4.0: mlr summary verb, exec() function, mlr cat –filename, and more | news.ycombinator.com | 2022-08-20 -
For deploying a trained model there are a bunch of options that use Java on top of some native runtime like TF-Java (which I co-lead), ONNX Runtime, pytorch has inference for TorchScript models. Training deep learning models is harder, though you can do it for some of them in DJL. Training more standard ML models is much simpler, either via Tribuo, or using things like LibSVM & XGBoost directly, or other libraries like SMILE or WEKA.
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git-quick-stats
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
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scc
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go
Project mention: Large project uses Rust backend. My backend developer left. How hard is it for me to learn Rust and take over for him. | reddit.com/r/rust | 2022-08-08I don't trust your qualitative "LARGE" for the project. I would recommend you pass your project through something like a software metrics tool https://github.com/boyter/scc to better measure what you're up against in terms of Flutter/Dart AND Rust code base.
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Project mention: [P] Any good resources which can help me with Multivariate Time Series Forecasting using Probabilistic Machine Learning? | reddit.com/r/MachineLearning | 2022-08-14
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Project mention: GrowthBook: Open-source feature flagging and A/B testing platform | reddit.com/r/coolgithubprojects | 2022-06-23
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Scientific calculations - like what? There is a stlib package for JS where CPU hungry parts are written in C.
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Project mention: Trying to Compute the Square root of a number. C# | reddit.com/r/VisualStudio | 2022-09-26
Standard deviation isn’t the square root. I generally just use https://numerics.mathdotnet.com . If you need to visualize the data somehow you might want to look at R
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the cfg flag test is not carried over to the criterion benchmarks, see https://github.com/bheisler/criterion.rs/issues/448 and https://github.com/rust-lang/cargo/issues/8897
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SonarLint
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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).
The latest post mention was on 2022-09-30.
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A note from our sponsor - SonarLint
www.sonarlint.org | 1 Oct 2022
Index
What are some of the best open-source Statistic projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | scikit-learn | 51,531 |
| 2 | Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | 24,846 |
| 3 | Umami | 13,276 |
| 4 | excelize | 12,956 |
| 5 | Plausible Analytics | 12,614 |
| 6 | G2 | 11,373 |
| 7 | pandas-profiling | 9,665 |
| 8 | statsmodels | 7,768 |
| 9 | tokei | 7,032 |
| 10 | gonum | 6,076 |
| 11 | boltons | 5,877 |
| 12 | miller | 5,729 |
| 13 | Smile | 5,590 |
| 14 | git-quick-stats | 5,492 |
| 15 | Tautulli | 4,532 |
| 16 | scc | 3,801 |
| 17 | probability | 3,778 |
| 18 | growthbook | 3,623 |
| 19 | datascience | 3,474 |
| 20 | stdlib | 3,045 |
| 21 | Tablesaw | 3,002 |
| 22 | MathNet | 2,923 |
| 23 | criterion.rs | 2,806 |
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