Statistics

Statistics is a mathematical discipline concerned with developing and studying mathematical methods for collecting, analyzing, interpreting, and presenting large quantities of numerical data. Statistics is a highly interdisciplinary field of study with applications in fields such as physics, chemistry, life sciences, political science, and economics.

• GitHub: https://github.com/topics/statistics
• Wikipedia: https://en.wikipedia.org/wiki/Statistics
• Related Topics: data-science, machine-learning, deep-learning, neural-network,
• Last updated: 2024-12-28 00:23:30 UTC
• JSON Representation

https://github.com/scikit-learn/scikit-learn

scikit-learn: machine learning in Python

data-analysis data-science machine-learning python statistics

Last synced: 23 Dec 2024

https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

bayesian-methods data-science jupyter-notebook mathematical-analysis pymc statistics

Last synced: 25 Oct 2024

https://github.com/camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

bayesian-methods data-science jupyter-notebook mathematical-analysis pymc statistics

Last synced: 23 Dec 2024

https://github.com/mikecao/umami

Umami is a simple, fast, privacy-focused alternative to Google Analytics.

analytics charts google-analytics statistics web-analytics

Last synced: 23 Nov 2024

https://github.com/umami-software/umami

Umami is a simple, fast, privacy-focused alternative to Google Analytics.

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Last synced: 25 Dec 2024

https://github.com/plausible/analytics

Simple, open source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.

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Last synced: 23 Dec 2024

https://github.com/qax-os/excelize

Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

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Last synced: 23 Dec 2024

https://github.com/virgili0/virgilio

Your new Mentor for Data Science E-Learning.

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Last synced: 24 Dec 2024

https://github.com/virgili0/Virgilio

Your new Mentor for Data Science E-Learning.

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Last synced: 26 Oct 2024

https://github.com/ydataai/ydata-profiling

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

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Last synced: 23 Dec 2024

https://github.com/ydataai/pandas-profiling

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

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Last synced: 14 Dec 2024

https://github.com/statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

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Last synced: 23 Dec 2024

https://github.com/XAMPPRocky/tokei

Count your code, quickly.

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Last synced: 25 Oct 2024

https://github.com/Aaronepower/tokei

Count your code, quickly.

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Last synced: 15 Dec 2024

https://github.com/xampprocky/tokei

Count your code, quickly.

badge cli cloc code command-line-tool linux macos rust sloc statistics tokei windows

Last synced: 23 Dec 2024

https://github.com/johnkerl/miller

Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

command-line command-line-tools csv csv-format data-cleaning data-processing data-reduction data-regression devops devops-tools json json-data miller statistical-analysis statistics streaming-algorithms streaming-data tabular-data tsv unix-toolkit

Last synced: 23 Dec 2024

https://github.com/gonum/gonum

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

data-analysis go golang graph matrix scientific-computing statistics

Last synced: 23 Dec 2024

https://github.com/scikit-learn-contrib/imbalanced-learn

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

data-analysis data-science machine-learning python statistics

Last synced: 23 Dec 2024

https://github.com/boyter/scc

Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go

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Last synced: 23 Dec 2024

https://github.com/mahmoud/boltons

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

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Last synced: 23 Dec 2024

https://github.com/ionicabizau/git-stats

🍀 Local git statistics including GitHub-like contributions calendars.

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Last synced: 05 Dec 2024

https://github.com/IonicaBizau/git-stats

🍀 Local git statistics including GitHub-like contributions calendars.

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Last synced: 24 Oct 2024

https://github.com/git-quick-stats/git-quick-stats

▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.

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Last synced: 24 Dec 2024

https://github.com/growthbook/growthbook

Open Source Feature Flagging and A/B Testing Platform

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Last synced: 23 Dec 2024

https://github.com/arzzen/git-quick-stats

▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.

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Last synced: 14 Oct 2024

https://github.com/haifengl/smile

Statistical Machine Intelligence & Learning Engine

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Last synced: 23 Dec 2024

https://haifengl.github.io/smile

Statistical Machine Intelligence & Learning Engine

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Last synced: 02 Oct 2024

https://github.com/Tautulli/Tautulli

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

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Last synced: 03 Nov 2024

https://github.com/blei-lab/edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

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Last synced: 26 Dec 2024

https://github.com/bheisler/criterion.rs

Statistics-driven benchmarking library for Rust

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Last synced: 23 Dec 2024

https://github.com/accord-net/framework

Machine learning, computer vision, statistics and general scientific computing for .NET

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Last synced: 29 Sep 2024

https://github.com/stdlib-js/stdlib

✨ Standard library for JavaScript and Node.js. ✨

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Last synced: 23 Dec 2024

https://github.com/evidence-dev/evidence

Business intelligence as code: build fast, interactive data visualizations in pure SQL and markdown

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Last synced: 24 Dec 2024

https://github.com/tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

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Last synced: 23 Dec 2024

https://github.com/nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

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Last synced: 23 Dec 2024

https://github.com/khanhnamle1994/cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

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Last synced: 24 Dec 2024

https://github.com/Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

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Last synced: 31 Oct 2024

https://github.com/jonkrohn/ml-foundations

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

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Last synced: 24 Dec 2024

https://github.com/alibaba/alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

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Last synced: 24 Dec 2024

https://github.com/jtablesaw/tablesaw

Java dataframe and visualization library

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Last synced: 23 Dec 2024

https://github.com/hemansnation/god-level-ai

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

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Last synced: 24 Dec 2024

https://github.com/hemansnation/God-Level-AI

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

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Last synced: 31 Oct 2024

https://github.com/mathnet/mathnet-numerics

Math.NET Numerics

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Last synced: 24 Dec 2024

https://github.com/alibaba/Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

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Last synced: 26 Oct 2024

https://github.com/jonkrohn/ML-foundations

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

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Last synced: 13 Nov 2024

https://github.com/moataz-elmesmary/data-science-roadmap

Data Science Roadmap from A to Z

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Last synced: 25 Dec 2024

https://github.com/simple-statistics/simple-statistics

simple statistics for node & browser javascript

javascript math regression statistics

Last synced: 27 Oct 2024

https://github.com/Moataz-Elmesmary/Data-Science-Roadmap

Data Science Roadmap from A to Z

big-data chatgpt cheatsheet cv-template data-analysis data-engineering data-science data-visualization deep-learning interview-questions linear-algebra llms machine-learning mathematics neural-network nlp probability python sql statistics

Last synced: 29 Oct 2024

https://github.com/tirthajyoti/machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

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Last synced: 26 Dec 2024

https://github.com/tirthajyoti/Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

artificial-intelligence classification clustering data-science decision-trees deep-learning dimensionality-reduction flask k-nearest-neighbours machine-learning matplotlib naive-bayes neural-network numpy pandas pytest random-forest regression scikit-learn statistics

Last synced: 27 Nov 2024

https://github.com/spatie/laravel-analytics

A Laravel package to retrieve pageviews and other data from Google Analytics

analytics google laravel php statistics

Last synced: 23 Dec 2024

https://github.com/aksnzhy/xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

data-analysis data-science factorization-machines ffm fm machine-learning statistics

Last synced: 26 Dec 2024

https://github.com/visualize-ml/book5_essentials-of-probability-and-statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

machine-learning multivariate-statistics pca regression statistics

Last synced: 25 Dec 2024

https://github.com/fbdesignpro/sweetviz

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

data-analysis data-exploration data-profiling data-science data-visualization eda exploration exploratory-data-analysis machine-learning pandas pandas-dataframe python statistics

Last synced: 24 Dec 2024

https://github.com/tirthajyoti/data-science-best-resources

Carefully curated resource links for data science in one place

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Last synced: 24 Dec 2024

https://github.com/jstrieb/github-stats

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

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Last synced: 24 Dec 2024

https://github.com/montanaflynn/stats

A well tested and comprehensive Golang statistics library package with no dependencies.

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Last synced: 23 Dec 2024

https://github.com/tirthajyoti/Data-science-best-resources

Carefully curated resource links for data science in one place

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Last synced: 07 Nov 2024

https://github.com/tradytics/eiten

Statistical and Algorithmic Investing Strategies for Everyone

ai algorithmic-trading eigenvalues free-software genetic-algorithm hedgefund investment-portfolio machine-learning opensource portfolio-optimization statistics trading-algorithms trading-strategies tradytics

Last synced: 27 Dec 2024

https://github.com/Yooooomi/your_spotify

Self hosted Spotify tracking dashboard

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Last synced: 02 Nov 2024

https://github.com/root-project/root

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

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Last synced: 24 Dec 2024

https://github.com/dathere/qsv

Blazing-fast Data-Wrangling toolkit

ckan cli csv data-engineering data-wrangling dcat excel geocode luau metadata opendata parquet polars postgresql snappy sql sqlite statistics timeseries

Last synced: 23 Dec 2024

https://github.com/jqnatividad/qsv

Blazing-fast Data-Wrangling toolkit

ckan cli csv data-engineering data-wrangling dcat excel geocode luau metadata opendata parquet polars postgresql snappy sql sqlite statistics timeseries

Last synced: 25 Nov 2024

https://github.com/mne-tools/mne-python

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

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Last synced: 30 Oct 2024

https://github.com/jayinai/data-science-question-answer

A repo for data science related questions and answers

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Last synced: 27 Dec 2024

https://github.com/ejwa/gitinspector

:bar_chart: The statistical analysis tool for git repositories

analysis git gitinspector statistical-analysis statistics timeline-analysis

Last synced: 26 Dec 2024

https://github.com/tirthajyoti/papers-literature-ml-dl-rl-ai

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

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Last synced: 18 Dec 2024

https://github.com/camdavidsonpilon/lifelines

Survival analysis in Python

cox-regression data-science maximum-likelihood python reliability-analysis statistics survival-analysis

Last synced: 23 Dec 2024

https://github.com/camDavidsonPilon/lifelines

Survival analysis in Python

cox-regression data-science maximum-likelihood python reliability-analysis statistics survival-analysis

Last synced: 13 Nov 2024

https://github.com/tirthajyoti/Papers-Literature-ML-DL-RL-AI

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

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Last synced: 30 Oct 2024

https://github.com/CamDavidsonPilon/lifelines

Survival analysis in Python

cox-regression data-science maximum-likelihood python reliability-analysis statistics survival-analysis

Last synced: 30 Oct 2024

https://github.com/markrogoyski/math-php

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

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Last synced: 24 Dec 2024

https://github.com/mavam/stat-cookbook

:orange_book: The probability and statistics cookbook

cheatsheet cookbook probability statistics

Last synced: 01 Dec 2024

https://github.com/RJT1990/pyflux

Open source time series library for Python

statistics time-series

Last synced: 26 Oct 2024

https://github.com/rjt1990/pyflux

Open source time series library for Python

statistics time-series

Last synced: 26 Dec 2024

https://github.com/orico/www.mlcompendium.com

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 knowledge-sharing project compiled using Gitbook.

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Last synced: 04 Dec 2024

https://github.com/unslothai/hyperlearn

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

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Last synced: 26 Dec 2024

https://github.com/danielhanchen/hyperlearn

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

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Last synced: 23 Nov 2024

https://github.com/alan-turing-institute/MLJ.jl

A Julia machine learning framework

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Last synced: 14 Nov 2024

https://github.com/juliaai/mlj.jl

A Julia machine learning framework

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Last synced: 25 Dec 2024

https://github.com/stefanzweifel/laravel-stats

📈 Get insights about your Laravel or Lumen Project

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Last synced: 24 Dec 2024

https://github.com/JuliaAI/MLJ.jl

A Julia machine learning framework

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Last synced: 27 Oct 2024

https://github.com/msgbyte/tianji

Tianji: Insight into everything, Website Analytics + Uptime Monitor + Server Status. not only another GA alternatives

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Last synced: 26 Dec 2024

https://github.com/sipcapture/homer

HOMER - 100% Open-Source SIP, VoIP, RTC Packet Capture & Monitoring

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Last synced: 26 Dec 2024

https://github.com/mlr-org/mlr

Machine Learning in R

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Last synced: 24 Dec 2024

https://github.com/ashutosh00710/github-readme-activity-graph

A dynamically generated activity graph to show your GitHub activities of last 31 days.

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Last synced: 27 Dec 2024

https://github.com/raphaelvallat/pingouin

Statistical package in Python based on Pandas

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Last synced: 05 Nov 2024

https://github.com/dustinvtran/ml-videos

A collection of video resources for machine learning

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Last synced: 09 Dec 2024

https://github.com/Ashutosh00710/github-readme-activity-graph

A dynamically generated activity graph to show your GitHub activities of last 31 days.

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Last synced: 25 Oct 2024

https://github.com/google/uncertainty-baselines

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

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 25 Dec 2024

https://github.com/sepandhaghighi/pycm

Multi-class confusion matrix library in Python

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Last synced: 24 Dec 2024

https://github.com/CamDavidsonPilon/lifetimes

Lifetime value in Python

data-science python statistics

Last synced: 13 Nov 2024

https://github.com/amitkaps/hackermath

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

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Last synced: 22 Dec 2024

https://github.com/bencheeorg/benchee

Easy and extensible benchmarking in Elixir providing you with lots of statistics!

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Last synced: 24 Dec 2024

https://github.com/eBay/tsv-utils

eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.

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Last synced: 08 Nov 2024

https://github.com/ebay/tsv-utils

eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.

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Last synced: 03 Dec 2024

https://github.com/csinva/imodels

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

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Last synced: 24 Dec 2024

https://github.com/dstat-real/dstat

Versatile resource statistics tool (the real one, not the Red Hat clone)

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Last synced: 06 Nov 2024

https://github.com/geomstats/geomstats

Computations and statistics on manifolds with geometric structures.

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Last synced: 24 Dec 2024

https://github.com/gboeing/ppde642

USC urban data science course series with Python and Jupyter

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Last synced: 26 Dec 2024

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