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1,502 search results found

Scikit Learn ⭐ 55,994

scikit-learn: machine learning in Python

Zipline ⭐ 16,309

Zipline, a Pythonic Algorithmic Trading Library

Virgilio ⭐ 13,456

Your new Mentor for Data Science E-Learning.

Ydata Profiling ⭐ 11,186

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Statsmodels ⭐ 8,878

Statsmodels: statistical modeling and econometrics in Python

Imbalanced Learn ⭐ 6,507

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Boltons ⭐ 6,239

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

Httpstat ⭐ 5,407

curl statistics made simple

Tautulli ⭐ 5,046

A Python based monitoring and tracking tool for Plex Media Server.

Datascience ⭐ 3,880

Curated list of Python resources for data science.

Awesome Quant ⭐ 3,302

中国的Quant相关资源索引

God Level Data Science Ml Full Stack ⭐ 3,211

A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Statsforecast ⭐ 3,004

Lightning ⚡️ fast forecasting with statistical and econometric models.

Sweetviz ⭐ 2,604

Visualize and compare datasets, target values and associations, with one line of code.

Github Stats ⭐ 2,484

Better GitHub statistics images for your profile, with stats from private repos too

Pgmpy ⭐ 2,468

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

Data Science Best Resources ⭐ 2,466

Carefully curated resource links for data science in one place

Mne Python ⭐ 2,348

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Bayesian Modelling In Python ⭐ 2,202

A python tutorial on bayesian modeling techniques (PyMC3)

Lifelines ⭐ 2,177

Survival analysis in Python

Data Science Roadmap ⭐ 2,157

Data Science Roadmap from A to Z

Git Of Theseus ⭐ 2,112

Analyze how a Git repo grows over time

Gitinspector ⭐ 2,093

📊 The statistical analysis tool for git repositories

Awesome Python Data Science ⭐ 2,089

Probably the best curated list of data science software in Python.

Awesome_time_series_in_python ⭐ 1,811

This curated list contains python packages for time series analysis

Eiten ⭐ 1,557

Statistical and Algorithmic Investing Strategies for Everyone

Articles ⭐ 1,533

thoughts on programming

Androidviewclient ⭐ 1,468

Android ViewServer and ADB client

Pingouin ⭐ 1,408

Statistical package in Python based on Pandas

Multi-class confusion matrix library in Python

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Hackermath ⭐ 1,339

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Lifetimes ⭐ 1,339

Lifetime value in Python

Uncertainty Baselines ⭐ 1,293

High-quality 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

Synchronized Batchnorm Pytorch ⭐ 1,260

Synchronized Batch Normalization implementation in PyTorch.

Ppd599 ⭐ 1,208

USC urban data science course series with Python and Jupyter

Imodels ⭐ 1,175

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Stockstats ⭐ 1,155

Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.

Yt Channels Ds Ai Ml Cs ⭐ 1,084

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

Python client for NBA statistics located at stats.nba.com

scales - Metrics for Python

Pystan2 ⭐ 911

PyStan, the Python interface to Stan

Earthengine Py Notebooks ⭐ 807

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

pepy is a site to get statistics information about any Python package.

Self-hosted music scrobble database to create personal listening statistics and charts

Statistical Rethinking With Python And Pymc3 ⭐ 674

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Gms Feature Matcher ⭐ 670

GMS: Grid-based Motion Statistics for Fast, Ultra-robust Feature Correspondence (CVPR 17 & IJCV 20)

Dataframe Go ⭐ 642

DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration

Wilayah Administratif Indonesia ⭐ 639

Data Provinsi, Kota/Kabupaten, Kecamatan, dan Kelurahan/Desa di Indonesia

Fecon235 ⭐ 622

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

Django Request ⭐ 592

django-request is a statistics module for django. It stores requests in a database for admins to see, it can also be used to get statistics on who is online etc.

Scikit Mobility ⭐ 589

scikit-mobility: mobility analysis in Python

Ai_all_resources ⭐ 588

A curated list of Best Artificial Intelligence Resources

Austin Tui ⭐ 587

The top-like text-based user interface for Austin

Ekphrasis ⭐ 583

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

Qgis Earthengine Examples ⭐ 576

A collection of 300+ Python examples for using Google Earth Engine in QGIS

Pyriemann ⭐ 525

Machine learning for multivariate data analysis through the Riemannian geometry of symmetric or Hermitian positive definite matrices in Python

Kernel Density Estimation in Python

Statannotations ⭐ 506

add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.

Csinva.github.io ⭐ 502

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

Gitstats ⭐ 494

Statistics generator for git repositories. Fork of http://gitstats.sourceforge.net/

Stats Maths With Python ⭐ 492

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Traceml ⭐ 486

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Python Rasterstats ⭐ 485

Summary statistics of geospatial raster datasets based on vector geometries.

Python Garminconnect ⭐ 481

Python 3 API wrapper for Garmin Connect to get activity statistics

Zoomeye Python ⭐ 472

ZoomEye-python: The official Python library and CLI by Knownsec 404 Team.

Human-explainable AI.

Pomodoro ⭐ 464

simple command line pomodoro app with visualization of statistics

A python library for Bayesian time series modeling

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Machine_learning_and_deep_learning ⭐ 460

Gstools ⭐ 439

GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

Monitoring ⭐ 432

Server monitoring and data-collection daemon

Vmprof Python ⭐ 430

vmprof - a statistical program profiler

Interface to use R from Python

Machine_learning_tutorials ⭐ 421

Code, exercises and tutorials of my personal blog ! 📝

Basic Mathematics For Machine Learning ⭐ 418

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

Optopsy ⭐ 417

A nimble options backtesting library for Python

Module for statistical learning, with a particular emphasis on time-dependent modelling

Django Trackstats ⭐ 412

Keep track of your statistics

Hierarchicalforecast ⭐ 411

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

Sportsipy ⭐ 404

A free sports API written for python

Pypinfo ⭐ 369

Easily view PyPI download statistics via Google's BigQuery.

Surfboard ⭐ 369

Novoic's audio feature extraction library

Cprofilev ⭐ 366

🔥 An easier way to use cProfile

Stanford Cs229 ⭐ 335

Python solutions to the problem sets of Stanford's graduate course on Machine Learning, taught by Prof. Andrew Ng

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

Fit data to many distributions

Dabest Python ⭐ 317

Data Analysis with Bootstrapped ESTimation

Doubleml For Py ⭐ 317

DoubleML - Double Machine Learning in Python

The Elements Of Statistical Learning ⭐ 317

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

Meteostat Python ⭐ 305

Access and analyze historical weather and climate data with Python.

Data8 Textbook Zh ⭐ 296

📖 [译] UCB DATA8 计算与推断思维

Scikit Posthocs ⭐ 295

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

Github Stats Transparent ⭐ 288

Automatically generate summary GitHub statistics images for your profile using Actions, no server required

Mongodb Tools ⭐ 283

Tools for working w/ a MongoDB installation

Best Data Science Resources ⭐ 282

This repository contains the best Data Science free hand-picked resources to equip you with all the industry-driven skills and interview preparation kit.

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