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scikit-learn: machine learning in Python
Zipline, a Pythonic Algorithmic Trading Library
Your new Mentor for Data Science E-Learning.
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Statsmodels: statistical modeling and econometrics in Python
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
curl statistics made simple
A Python based monitoring and tracking tool for Plex Media Server.
Curated list of Python resources for data science.
God Level Data Science Ml Full Stack
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
Lightning ⚡️ fast forecasting with statistical and econometric models.
Visualize and compare datasets, target values and associations, with one line of code.
Better GitHub statistics images for your profile, with stats from private repos too
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
Data Science Best Resources
Carefully curated resource links for data science in one place
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Bayesian Modelling In Python
A python tutorial on bayesian modeling techniques (PyMC3)
Survival analysis in Python
Data Science Roadmap
Data Science Roadmap from A to Z
Git Of Theseus
Analyze how a Git repo grows over time
📊 The statistical analysis tool for git repositories
Awesome Python Data Science
Probably the best curated list of data science software in Python.
This curated list contains python packages for time series analysis
Statistical and Algorithmic Investing Strategies for Everyone
thoughts on programming
Android ViewServer and ADB client
Statistical package in Python based on Pandas
Multi-class confusion matrix library in Python
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Lifetime value in Python
High-quality implementations of standard and SOTA methods on a variety of tasks.
Cracking The Data Science Interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Synchronized Batchnorm Pytorch
Synchronized Batch Normalization implementation in PyTorch.
USC urban data science course series with Python and Jupyter
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
Yt Channels Ds Ai Ml Cs
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
PyStan, the Python interface to Stan
Earthengine Py Notebooks
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
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Gms Feature Matcher
GMS: Grid-based Motion Statistics for Fast, Ultra-robust Feature Correspondence (CVPR 17 & IJCV 20)
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Wilayah Administratif Indonesia
Data Provinsi, Kota/Kabupaten, Kecamatan, dan Kelurahan/Desa di Indonesia
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 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: mobility analysis in Python
A curated list of Best Artificial Intelligence Resources
The top-like text-based user interface for Austin
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
A collection of 300+ Python examples for using Google Earth Engine in QGIS
Machine learning for multivariate data analysis through the Riemannian geometry of symmetric or Hermitian positive definite matrices in Python
Kernel Density Estimation in Python
add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
Statistics generator for git repositories. Fork of http://gitstats.sourceforge.net/
Stats Maths With Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
Summary statistics of geospatial raster datasets based on vector geometries.
Python 3 API wrapper for Garmin Connect to get activity statistics
ZoomEye-python: The official Python library and CLI by Knownsec 404 Team.
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 ⚙︎
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
Server monitoring and data-collection daemon
vmprof - a statistical program profiler
Interface to use R from Python
Code, exercises and tutorials of my personal blog ! 📝
Basic Mathematics For Machine Learning
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
A nimble options backtesting library for Python
Module for statistical learning, with a particular emphasis on time-dependent modelling
Keep track of your statistics
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
A free sports API written for python
Easily view PyPI download statistics via Google's BigQuery.
Novoic's audio feature extraction library
🔥 An easier way to use cProfile
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
Data Analysis with Bootstrapped ESTimation
Doubleml For Py
DoubleML - Double Machine Learning in Python
The Elements Of Statistical Learning
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
Access and analyze historical weather and climate data with Python.
Data8 Textbook Zh
📖 [译] UCB DATA8 计算与推断思维
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
Github Stats Transparent
Automatically generate summary GitHub statistics images for your profile using Actions, no server required
Tools for working w/ a MongoDB installation
Best Data Science Resources
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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