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Top 23 Python Statistic Projects
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Scikit-learn : A Python module for machine learning build on top of SciPy
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Project mention: pandas-profiling VS Rath - a user suggested alternative | libhunt.com/r/pandas-profiling | 2023-01-12
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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: [P] statsmodels.tsa.holtwinters.ExponentialSmoothing results in NaN forecasts and parameters when fitting on entire dataset using known parameters from training model. | reddit.com/r/MachineLearning | 2022-11-19
I reckon you're more likely to get a good response on their Github page than here. Unless a dev happens to see this post.
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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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Project mention: Which preset is best for my use case. Apple eco system, have MKV of my own blurays and DVD | reddit.com/r/handbrake | 2023-02-01
This is what I used to take the screenshot since the plex dashboard lacks the proper information.
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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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pgmpy
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
Project mention: Use data from tables generated in python console, | reddit.com/r/pythonhelp | 2022-02-14No need to post the help, here is the DiscreteFactor class https://github.com/pgmpy/pgmpy/blob/eb65f40d2b32bf2ad971181333bb9ed7aefde907/pgmpy/factors/discrete/DiscreteFactor.py
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Project mention: [Discussion] Amazon's AutoML vs. open source statistical methods | reddit.com/r/MachineLearning | 2022-12-12
In this reproducible experiment, we compare Amazon Forecast and StatsForecast a python open-source library for statistical methods.
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Project mention: [P] PyCM 3.7 released: ROC curve and Precision-Recall curve are added | reddit.com/r/MachineLearning | 2022-12-16
The complete change log of this version is available here.
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uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
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maloja is a self-hosted alternative to last.fm
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Project mention: Some data exports to xlsx, other data does not | reddit.com/r/learnpython | 2022-11-18
Unfortunately I don't think you're doing anything wrong, I think the sportsipy package is just a wee bit broken. There's a bunch of related (ongoing) issues on the repo about Boxscore failing to pull data from sports-reference.
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This script runs some others to call pypinfo:
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Contributions-Importer-For-Github
This tool helps users to import contributions to GitHub from private git repositories, or from public repositories that are not hosted in GitHub.
Project mention: My GitHub profile doesn't show commits to my job's private repo | reddit.com/r/webdev | 2022-09-10You can use Contributions-Importer-For-Github to import anonymized commit contribution from repos not associated with your account.
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hierarchicalforecast
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
Project mention: Show HN: Probabilistic hierarchical forecasting with statistical methods | news.ycombinator.com | 2022-11-17 -
Project mention: Examples of PyTorch usages NOT pertaining to Deep Learning? | reddit.com/r/pytorch | 2022-04-29
pyhf
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python Statistics related posts
- A GitHub Action to overcome the limitation of GitHub's built-in traffic stats
- This is how to deploy a machine learning model with Anvil
- Boston Housing MLP dataset deleted, FTWK
- Boston Housing Price Dataset was Removed from scikit-learn 1.2
- Boston Dataset was Removed from scikit-learn 1.2
- Boston Housing Dataset was Removed from scikit-learn 1.2
- How to Do an EDA for Time-Series
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A note from our sponsor - #<SponsorshipServiceOld:0x00007fea5917d090>
www.saashub.com | 1 Feb 2023
Index
What are some of the best open-source Statistic projects in Python? This list will help you:
Project | Stars | |
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1 | scikit-learn | 52,699 |
2 | pandas-profiling | 10,067 |
3 | statsmodels | 8,135 |
4 | boltons | 6,042 |
5 | Tautulli | 4,719 |
6 | eiten | 2,461 |
7 | sweetviz | 2,305 |
8 | pgmpy | 2,264 |
9 | statsforecast | 2,194 |
10 | github-stats | 2,052 |
11 | pycm | 1,347 |
12 | lifetimes | 1,345 |
13 | uncertainty-baselines | 1,155 |
14 | maloja | 555 |
15 | popmon | 412 |
16 | sportsipy | 396 |
17 | pypinfo | 353 |
18 | Contributions-Importer-For-Github | 274 |
19 | fitter | 266 |
20 | hierarchicalforecast | 251 |
21 | pyhf | 234 |
22 | choochoo | 223 |
23 | meteostat-python | 213 |