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statistics
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357 search results found
Scikit Learn
⭐
57,160
scikitlearn: machine learning in Python
Probabilistic Programming And Bayesian Methods For Hackers
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26,097
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understandingfirst, mathematicssecond point of view. All in pure Python ;)
Excelize
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17,407
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
Virgilio
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13,515
Your new Mentor for Data Science ELearning.
Ydata Profiling
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12,187
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Statsmodels
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9,242
Statsmodels: statistical modeling and econometrics in Python
Imbalanced Learn
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6,680
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Boltons
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6,330
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Smile
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5,833
Statistical Machine Intelligence & Learning Engine
Growthbook
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5,285
Open Source Feature Flagging and A/B Testing Platform
Edward
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4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Probability
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4,028
Probabilistic reasoning and statistical analysis in TensorFlow
Datascience
⭐
3,955
Curated list of Python resources for data science.
God Level Data Science Ml Full Stack
⭐
3,384
A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
Statsforecast
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3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
Tablesaw
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3,328
Java dataframe and visualization library
Xlearn
⭐
3,000
High performance, easytouse, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and fieldaware factorization machines (FFM) for Python and CLI interface.
Machine Learning With Python
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2,980
Practice and tutorialstyle notebooks covering wide variety of machine learning techniques
Evidence
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2,776
Business intelligence as code: build fast, interactive data visualizations in pure SQL and markdown..
Data Science Best Resources
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2,718
Carefully curated resource links for data science in one place
Sweetviz
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2,687
Visualize and compare datasets, target values and associations, with one line of code.
Data Science Roadmap
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2,445
Data Science Roadmap from A to Z
Data Science Question Answer
⭐
2,389
A repo for data science related questions and answers
Lifelines
⭐
2,227
Survival analysis in Python
Ml Foundations
⭐
2,224
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Awesome Python Data Science
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2,126
Probably the best curated list of data science software in Python.
Www.mlcompendium.com
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2,020
The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledgesharing project compiled using Gitbook.
Free Data Science Books
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1,818
Free resources for learning data science
Papers Literature Ml Dl Rl Ai
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1,798
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Mlj.jl
⭐
1,690
A Julia machine learning framework
Mlr
⭐
1,609
Machine Learning in R
Pycm
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1,413
Multiclass confusion matrix library in Python
Hyperlearn
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1,387
22000x faster ML algos, 50% less memory usage, works on all hardware  new and old.
Hackermath
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1,339
Introduction to Statistics and Basics of Mathematics for Data Science  The Hacker's Way
Lifetimes
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1,339
Lifetime value in Python
Uncertainty Baselines
⭐
1,324
Highquality implementations of standard and SOTA methods on a variety of tasks.
Cracking The Data Science Interview
⭐
1,291
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Ppde642
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1,244
USC urban data science course series with Python and Jupyter
Tsv Utils
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1,236
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
Imodels
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1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearncompatible).
Datumbox Framework
⭐
1,089
Datumbox is an opensource Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
Yt Channels Ds Ai Ml Cs
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1,084
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
Distributions.jl
⭐
1,050
A Julia package for probability distributions and associated functions.
Easystats
⭐
987
🌌 The R easystatsproject
Teaching
⭐
802
Teaching Materials for Dr. Waleed A. Yousef
Learn Julia The Hard Way
⭐
739
Learn Julia the hard way!
Statistical Rethinking With Python And Pymc3
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674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Data Science With Ruby
⭐
664
Practical Data Science with Ruby based tools.
Edward2
⭐
656
A simple probabilistic programming language.
Scikit Mobility
⭐
653
scikitmobility: mobility analysis in Python
Rweekly.org
⭐
651
R Weekly
Ai_all_resources
⭐
647
A curated list of Best Artificial Intelligence Resources
Dataframe Go
⭐
642
DataFrames for Go: For statistics, machinelearning, and data manipulation/exploration
Datascienceprojects
⭐
604
The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
Glm.jl
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562
Generalized linear models in Julia
Collapse
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556
Advanced and Fast Data Transformation in R
Csinva.github.io
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515
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
Facebook_data_analyzer
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507
Analyze facebook copy of your data with ruby language. Download zip file from facebook and get info about friends ranking by message, vocabulary, contacts, friends added statistics and more
Traceml
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493
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
Stats Maths With Python
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492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Machine_learning_and_deep_learning
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492
Facet
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483
Humanexplainable AI.
Geostats.jl
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472
An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
Rpy2
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465
Interface to use R from Python
Popmon
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461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
Fivethirtyeight
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437
R package of data and code behind the stories and interactives at FiveThirtyEight
R_tips
⭐
428
A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning
Mlinterview
⭐
419
:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
Awesome Data Science Resoruces
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397
A curated list of data science educational resources for essential data science skills
Data Science Learning
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395
Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.
Michael S Data Science Curriculum
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381
This is the companion curriculum to my guide to becoming a data scientist.
Openintro Statistics
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373
📚 An opensource textbook written at the college level. OpenIntro also offers a second collegelevel intro stat textbook and also a high school variant.
Doubleml For Py
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365
DoubleML  Double Machine Learning in Python
Zigzag
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349
Python library for identifying the peaks and valleys of a time series.
Skimpy
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332
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
Book
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316
This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.
Machinelearning Deeplearning Code For My Youtube Channel
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311
The full collection of all codes for my Youtube Channel segregated as per topic.
Meteostat Python
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305
Access and analyze historical weather and climate data with Python.
Best Data Science Resources
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282
This repository contains the best Data Science free handpicked resources to equip you with all the industrydriven skills and interview preparation kit.
Reliability
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282
Reliability engineering toolkit for Python  https://reliability.readthedocs.io/en/latest/
The_statistics_handbook
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243
the statistics handbook open source repository
Morpheus Core
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239
The foundational library of the Morpheus data science framework
Ciencia_datos
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237
El curso en español, de acceso abierto y gratuito más grande del mundo sobre Ciencia de Datos en salud.
Data Science Free
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236
Free Resources For Data Science created by Shubham Kumar
Covid19 Severity Prediction
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226
Extensive and accessible COVID19 data + forecasting for counties and hospitals. 📈
Ml Capsule
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207
MLcapsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different realworld projects and become Interview ready.
Looper
⭐
201
A resource list for causality in statistics, data science and physics
120 Ds Interview Questions
⭐
199
My Answer to 120 Data Science Interview Questions
For Data Science Beginners
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194
Set of 📝 with 🔗 to help those who are Data Science beginners 🤖
Deeplearning Notes
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194
Notes for Deep Learning Specialization Courses led by Andrew Ng.
Uci Ml Api
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189
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)
Data Science Toolkit
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185
Collection of stats, modeling, and data science tools in Python and R.
Observations
⭐
182
Tools for loading standard data sets in machine learning
Data Science Live Book
⭐
177
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
Aulas
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167
Aulas da Escola de Inteligência Artificial de São Paulo
Machine Learning
⭐
161
This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML and many projects have also been included.
Data Scientist Books
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158
DataScientistBooks (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)
Tennis Crystal Ball
⭐
150
Ultimate Tennis Statistics and Tennis Crystal Ball  Tennis Big Data Analysis and Prediction
Ds
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142
👨🔬 In Russian: Обновляемая структурированная подборка бесплатных ресурсов по тематикам Data Science: курсы, книги, открытые данные, блоги и готовые решения.
Interactive_machine_learning
⭐
132
IPython widgets, interactive plots, interactive machine learning
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