Some implementations of statistical machine learning methods learned in class.
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Dec 31, 2017 - Jupyter Notebook
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statistical-methods
Here are 150 public repositories matching this topic...
Introduction to Statistical Learning(Standford)
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Apr 26, 2018
Computational Experiments in Materials Science. Diffusion in Solids
visualization
delphi
pascal
crystal
statistics
solid
atomic
velocity
statistical-methods
diagrams
kinetics
coordinates
einstein
diffusion
statistical-models
2d-materials
2d-model
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Oct 19, 2019 - Pascal
Section 12 of a tentative book on Markov chains with examples of application of Gibbs sampling
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Oct 26, 2022 - TeX
A geographic information system consists of integrated computer hardware and software that store, manage, analyze, edit, output, and visualize geographic data.
statistical-methods
data-structures
google-apps-script
earth-science
google-cloud-platform
time-series-analysis
hardware-config
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Jun 1, 2024
My notes on statistics
statistics
statistical-methods
mean
mode
hypothesis-testing
median
central-limit-theorem
normal-distribution
t-distribution
confidence-interval
t-statistic
central-tendency
z-statistic
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Dec 8, 2019 - Jupyter Notebook
A collection of algorithms to model memory and forgetfulness
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May 14, 2021 - C#
This repository contains code which accompanies the paper: Assessing Model Behaviour on Extreme Counterfactuals (https://www.researchgate.net/publication/360912277_Assessing_Model_Behaviour_on_Extreme_Counterfactuals)
machine-learning
statistical-learning
statistical-methods
statistical-inference
counterfactual-analysis
convex-hull
war
causal-inference
statistical-models
united-nations
counterfactual-inference
civil-war
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May 28, 2022 - Python
This repository contains a companion guide to Harvey Motulsky's Intuitive Biostatistics, 4th edition. The guide is designed to enhance understanding of the concepts explained in the book by providing practical examples and additional studies in a Jupyter-book format. (work in progress)
data-science
data
machine-learning
statistics
statistical-learning
statistical-methods
data-visualization
biostatistics
statistical-analysis
statistical-inference
data-analysis
statistics-course
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Jun 12, 2024 - Jupyter Notebook
🎓 Various university stuff
java
computer-science
university
thesis
lan
academic
statistical-methods
databases
bachelor
semester
scripting-languages
jagiellonian
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Oct 3, 2018 - Jupyter Notebook
📖 Un complemento interactivo para entender y dominar la Estadística Aplicada: Estadística Básica, Aprendizaje Estadístico y Ciencia de Datos con R.
data-science
r
statistics
probability
statistical-learning
statistical-methods
bookdown
knitr
statistical-analysis
statistical-inference
r-markdown
textbook
linear-models
r-programming
statistical-models
applied-statistics
introduction-to-r
companion-course
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Aug 29, 2021 - TeX
End-to-end project to predict the closing price of the stock market. (time series and statistical inference)
python
data-science
timeseries
end-to-end
jupyter-notebook
statistical-methods
recurrent-neural-networks
rnn
data-analysis
inferential-statistics
timeseries-analysis
timeseries-forecasting
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Sep 15, 2022 - Jupyter Notebook
scmopy: Distribution-Agnostic Structural Causal Models Optimization in Python
python
machine-learning
statistics
statistical-methods
statistical-inference
causality
causal-inference
causal-models
causality-algorithms
causal-discovery
causal-machine-learning
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Apr 16, 2024 - Python
A program for restoring the image using order statistics filter has been implemented.
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Jun 19, 2020 - Scilab
Taylor moment expansion in Python (JaX and SymPy) and Matlab
machine-learning
statistics
statistical-methods
statistical-analysis
stochastic-differential-equations
stochastic-processes
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Oct 8, 2022 - Python
Decathlon Sales Analysis in R
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Jul 12, 2023 - R
Artificial intelligence (AI) is gradually changing medical practice. With recent progress in digitized data acquisition, machine learning and computing infrastructure, AI applications are expanding into areas that were previously thought to be only the province of human experts.
statistical-methods
data-visualization
biomedical-informatics
project-management
biomedical-image-processing
mathematical-programming
biomedical-signal-processing
engineering-experience
image-segmentation-pipeline
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Jun 1, 2024
mahdi.js is a lightweight client-side JavaScipt library for improved randomization, quality-of-life String and Array methods, and simple statistical tools.
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Oct 16, 2020 - JavaScript
A Statistical approach to data with code and theoretical approaches.
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Jul 19, 2021 - C++
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