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820 search results found

Scikit Learn ⭐ 57,160

scikit-learn: machine learning in Python

Zipline ⭐ 16,734

Zipline, a Pythonic Algorithmic Trading Library

Virgilio ⭐ 13,515

Your new Mentor for Data Science E-Learning.

Ydata Profiling ⭐ 12,323

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

Statsmodels ⭐ 9,242

Statsmodels: statistical modeling and econometrics in Python

Imbalanced Learn ⭐ 6,680

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

Boltons ⭐ 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.

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 ⭐ 3,339

Lightning ⚡️ fast forecasting with statistical and econometric models.

Awesome Quant ⭐ 3,302

中国的Quant相关资源索引

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Sweetviz ⭐ 2,687

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

Pgmpy ⭐ 2,551

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

Mne Python ⭐ 2,449

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

Data Science Roadmap ⭐ 2,445

Data Science Roadmap from A to Z

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

Git Of Theseus ⭐ 2,288

Analyze how a Git repo grows over time

Lifelines ⭐ 2,227

Survival analysis in Python

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)

Awesome Python Data Science ⭐ 2,126

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

Pyflux ⭐ 2,054

Open source time series library for 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 ⭐ 1,543

thoughts on programming

Androidviewclient ⭐ 1,500

Android ViewServer and ADB client

Pingouin ⭐ 1,462

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.

Imodels ⭐ 1,341

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

Lifetimes ⭐ 1,339

Lifetime value in Python

Hackermath ⭐ 1,339

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

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Synchronized Batchnorm Pytorch ⭐ 1,260

Synchronized Batch Normalization implementation in PyTorch.

Ppde642 ⭐ 1,244

USC urban data science course series with Python and Jupyter

Stockstats ⭐ 1,201

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

Causal Learn ⭐ 1,100

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

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

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

Optopsy ⭐ 832

A nimble options backtesting library for Python

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.

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

Scikit Mobility ⭐ 653

scikit-mobility: mobility analysis in Python

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

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

Django Request ⭐ 609

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.

Pyriemann ⭐ 606

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

Python Garminconnect ⭐ 596

Python 3 API wrapper for Garmin Connect to get activity statistics

Austin Tui ⭐ 587

The top-like text-based user interface for Austin

Kernel Density Estimation in Python

Csinva.github.io ⭐ 515

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

Statannotations ⭐ 514

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

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

Machine_learning_and_deep_learning ⭐ 492

Gstools ⭐ 485

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

Human-explainable AI.

Hierarchicalforecast ⭐ 473

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

Zoomeye Python ⭐ 472

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

A python library for Bayesian time series modeling

Interface to use R from Python

Pomodoro ⭐ 464

simple command line pomodoro app with visualization of statistics

Monitor the stability of a Pandas or Spark dataframe ⚙︎

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

Monitoring ⭐ 432

Server monitoring and data-collection daemon

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

Django Trackstats ⭐ 412

Keep track of your statistics

Cprofilev ⭐ 366

🔥 An easier way to use cProfile

Doubleml For Py ⭐ 365

DoubleML - Double Machine Learning in Python

Fit data to many distributions

Dabest Python ⭐ 335

Data Analysis with Bootstrapped ESTimation

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

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

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

The full collection of all codes for my Youtube Channel segregated as per topic.

Scikit Posthocs ⭐ 307

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

Data8 Textbook Zh ⭐ 296

📖 [译] UCB DATA8 计算与推断思维

Mongodb Tools ⭐ 283

Tools for working w/ a MongoDB installation

Reliability ⭐ 282

Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/

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.

Zabbix Disk Performance ⭐ 273

Zabbix template for collecting IO statistics

pure-Python HistFactory implementation with tensors and autodiff

Shendusuipian ⭐ 261

To know stats by heart

ELFI - Engine for Likelihood-Free Inference

Textdescriptives ⭐ 256

A Python library for calculating a large variety of metrics from text

Geostatspy ⭐ 252

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

Task_oriented_dialogue_as_dataflow_synthesis ⭐ 251

Code to reproduce experiments in the paper "Task-Oriented Dialogue as Dataflow Synthesis" (TACL 2020).

Machine Learning Curriculum ⭐ 248

Complete path for a beginner to become a Machine Learning Scientist!

Github Repo Stats ⭐ 244

GitHub Action for advanced repository traffic analysis and reporting

Scikit Fda ⭐ 240

Functional Data Analysis Python package

Javascript and Python libraries for A/B test analysis

Quora Api ⭐ 232

An unofficial API for Quora.

Covid19 Severity Prediction ⭐ 226

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

Wechat_sogou_crawl ⭐ 221

基于搜狗微信的公众号文章爬虫

Data Analyst Roadmap ⭐ 221

Based on my own experience, I think this roadmap will answer all the questions of how to become a data analyst from zero, which technologies and programming languages are better to know, what kind of soft skills do we need, how do I start my professional career in this field.

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