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Top 23 Statistic Open-Source Projects
scikit-learn: machine learning in PythonProject mention: Can anyone share some good examples of Python OOP Repos for DS? | reddit.com/r/datascience | 2022-09-17
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
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Umami is a simple, fast, privacy-focused alternative to Google Analytics.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.
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheetsProject mention: Where does PHP being single threaded affect performance and can anything be done to make it better? | reddit.com/r/PHP | 2022-09-27
Golang excel: https://github.com/qax-os/excelize
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 | 2022-09-28
Today 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.
📊 A visualization grammar for dashboard building, data exploration and storytelling.
Create HTML profiling reports from pandas DataFrame objectsProject mention: Data profiling as part of a data reliability strategy? | reddit.com/r/dataengineering | 2022-09-15
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Statsmodels: statistical modeling and econometrics in PythonProject mention: How do you usually build your models? | reddit.com/r/quant | 2022-09-17
Since you are using python, pandas, scikit-learn, scipy, and statsmodels are what you are looking for
Count your code, quickly.Project mention: Your favourite Rust CLI utilities this year? | reddit.com/r/rust | 2022-09-17
Not sure if anyone mentioned tokei yet but it’s excellent
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and moreProject mention: Modern hardware is fast, so let's choose the slowest language to balance it out | reddit.com/r/ProgrammerHumor | 2022-09-19
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSONProject mention: Miller 6.4.0: mlr summary verb, exec() function, mlr cat –filename, and more | news.ycombinator.com | 2022-08-20
Statistical Machine Intelligence & Learning EngineProject mention: Anybody here using Java for machine learning? | reddit.com/r/java | 2022-09-13
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.
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
A Python based monitoring and tracking tool for Plex Media Server.Project mention: Lost my Music have to rebuild the NAS storage | reddit.com/r/PleX | 2022-09-30
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure GoProject 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 | 2022-08-08
I 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.
Probabilistic reasoning and statistical analysis in TensorFlowProject 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
Open Source Feature Flagging and A/B Testing PlatformProject mention: GrowthBook: Open-source feature flagging and A/B testing platform | reddit.com/r/coolgithubprojects | 2022-06-23
Curated list of Python resources for data science.Project mention: Datascience Libraries for Python | news.ycombinator.com | 2021-11-13
Scientific calculations - like what? There is a stlib package for JS where CPU hungry parts are written in C.
Java dataframe and visualization library
Math.NET NumericsProject 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
Statistics-driven benchmarking library for RustProject mention: Criterion.rs with MockClock, is this possible? | reddit.com/r/rust | 2022-09-06
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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Freedom degrees in ARMA(p,q)
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How to grow a SaaS company to $500k in Annual Recurring Revenue with content distribution?
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Danish Data Protection Agency concludes Google Analytics cannot be used lawfully
2 projects | news.ycombinator.com | 21 Sep 2022
A note from our sponsor - SonarLint
www.sonarlint.org | 1 Oct 2022
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