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statistics
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820 search results found
Scikit Learn
⭐
57,160
scikitlearn: machine learning in Python
Zipline
⭐
16,734
Zipline, a Pythonic Algorithmic Trading Library
Virgilio
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13,515
Your new Mentor for Data Science ELearning.
Ydata Profiling
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12,323
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.
Datascience
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3,955
Curated list of Python resources for data science.
God Level Data Science Ml Full Stack
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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.
Awesome Quant
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3,302
中国的Quant相关资源索引
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.
Pgmpy
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2,551
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
Mne Python
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2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Data Science Roadmap
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2,445
Data Science Roadmap from A to Z
Root
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2,329
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
Git Of Theseus
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2,288
Analyze how a Git repo grows over time
Lifelines
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2,227
Survival analysis in Python
Ml Foundations
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2,224
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Bayesian Modelling In Python
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2,202
A python tutorial on bayesian modeling techniques (PyMC3)
Awesome Python Data Science
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2,126
Probably the best curated list of data science software in Python.
Pyflux
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2,054
Open source time series library for Python
Awesome_time_series_in_python
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1,811
This curated list contains python packages for time series analysis
Eiten
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1,557
Statistical and Algorithmic Investing Strategies for Everyone
Articles
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1,543
thoughts on programming
Androidviewclient
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1,500
Android ViewServer and ADB client
Pingouin
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1,462
Statistical package in Python based on Pandas
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.
Imodels
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1,341
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearncompatible).
Lifetimes
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1,339
Lifetime value in Python
Hackermath
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1,339
Introduction to Statistics and Basics of Mathematics for Data Science  The Hacker's Way
Uncertainty Baselines
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1,324
Highquality implementations of standard and SOTA methods on a variety of tasks.
Synchronized Batchnorm Pytorch
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1,260
Synchronized Batch Normalization implementation in PyTorch.
Ppde642
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1,244
USC urban data science course series with Python and Jupyter
Stockstats
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1,201
Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
Causal Learn
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1,100
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
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.
Nba_py
⭐
971
Python client for NBA statistics located at stats.nba.com
Scales
⭐
928
scales  Metrics for Python
Maloja
⭐
861
Selfhosted 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
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747
pepy is a site to get statistics information about any Python package.
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
Scikit Mobility
⭐
653
scikitmobility: mobility analysis in Python
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
Wilayah Administratif Indonesia
⭐
639
Data Provinsi, Kota/Kabupaten, Kecamatan, dan Kelurahan/Desa di Indonesia
Django Request
⭐
609
djangorequest 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
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596
Python 3 API wrapper for Garmin Connect to get activity statistics
Austin Tui
⭐
587
The toplike textbased user interface for Austin
Kdepy
⭐
515
Kernel Density Estimation in Python
Csinva.github.io
⭐
515
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
Statannotations
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514
add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.
Gitstats
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494
Statistics generator for git repositories. Fork of http://gitstats.sourceforge.net/
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
Gstools
⭐
485
GSTools  A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
Facet
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483
Humanexplainable AI.
Hierarchicalforecast
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473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
Zoomeye Python
⭐
472
ZoomEyepython: The official Python library and CLI by Knownsec 404 Team.
Pydlm
⭐
467
A python library for Bayesian time series modeling
Rpy2
⭐
465
Interface to use R from Python
Pomodoro
⭐
464
simple command line pomodoro app with visualization of statistics
Popmon
⭐
461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
Tick
⭐
453
Module for statistical learning, with a particular emphasis on timedependent modelling
Monitoring
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432
Server monitoring and datacollection daemon
Machine_learning_tutorials
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421
Code, exercises and tutorials of my personal blog ! 📝
Basic Mathematics For Machine Learning
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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
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412
Keep track of your statistics
Cprofilev
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366
🔥 An easier way to use cProfile
Doubleml For Py
⭐
365
DoubleML  Double Machine Learning in Python
Fitter
⭐
336
Fit data to many distributions
Dabest Python
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335
Data Analysis with Bootstrapped ESTimation
Skimpy
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332
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
The Elements Of Statistical Learning
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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
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311
The full collection of all codes for my Youtube Channel segregated as per topic.
Scikit Posthocs
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307
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
Data8 Textbook Zh
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296
📖 [译] UCB DATA8 计算与推断思维
Mongodb Tools
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283
Tools for working w/ a MongoDB installation
Reliability
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282
Reliability engineering toolkit for Python  https://reliability.readthedocs.io/en/latest/
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.
Zabbix Disk Performance
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273
Zabbix template for collecting IO statistics
Pyhf
⭐
265
purePython HistFactory implementation with tensors and autodiff
Shendusuipian
⭐
261
To know stats by heart
Elfi
⭐
259
ELFI  Engine for LikelihoodFree Inference
Textdescriptives
⭐
256
A Python library for calculating a large variety of metrics from text
Geostatspy
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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
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251
Code to reproduce experiments in the paper "TaskOriented Dialogue as Dataflow Synthesis" (TACL 2020).
Machine Learning Curriculum
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248
Complete path for a beginner to become a Machine Learning Scientist!
Github Repo Stats
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244
GitHub Action for advanced repository traffic analysis and reporting
Scikit Fda
⭐
240
Functional Data Analysis Python package
Abba
⭐
235
Javascript and Python libraries for A/B test analysis
Quora Api
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232
An unofficial API for Quora.
Covid19 Severity Prediction
⭐
226
Extensive and accessible COVID19 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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