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prml
Here are 25 public repositories matching this topic...
Matlab code of machine learning algorithms in book PRML
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Mar 4, 2020 - MATLAB
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
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Mar 20, 2021 - Jupyter Notebook
book
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Jun 24, 2020
Assignments of Fudan's PRML course in 2017 Spring
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Jul 1, 2017 - Python
Thoughts, notes and implementations while learning Pattern Recognition and Machine Learning
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Sep 26, 2017 - Python
Implement prml contents with python
python
machine-learning
neural-network
algorithms
machine-learning-algorithms
jupyter-notebook
neural-networks
classification
pattern-recognition
jupyter-notebooks
prml
bishop
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Dec 18, 2020 - Jupyter Notebook
Variational Bayesian Model Selection for Mixture Distributions [Corduneanu&Bishop01][PRML 10.2.1]
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Jun 12, 2020 - Python
Python implementation of algorithms in PRML
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May 20, 2018 - Python
PRML algorithms implemented in Julia
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Mar 13, 2019 - Jupyter Notebook
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Aug 19, 2018 - Python
Third year mathematics dissertation on variational, laplace and mcmc approximations of bayesian logistic regression
python
machine-learning
statistics
markov-chain
logistic-regression
monte-carlo-simulation
bayesian-inference
mcmc
monte-carlo-simulations
variational-inference
prml
markov-chain-monte-carlo
variational
monte
monte-carlo-sampling
variational-bayes
computational-statistics
variational-method
variational-monte-carlo
laplace-approximation
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Nov 22, 2019 - Jupyter Notebook
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Apr 26, 2020 - HTML
Matlab code for algorithms in PRML book
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Apr 19, 2017 - MATLAB
Assignments and Projects for the Machine Learning course at IIT Madras
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Jul 31, 2020 - MATLAB
Website for the Statistical Methods 1 course held at the University of Bristol by first-year students in the PhD in Computational Statistics and Data Science (COMPASS), which is a CDT programme.
data-science
machine-learning
r
deep-learning
travis-ci
rstudio
regression
classification
computing
prml
bishop
university-of-bristol
compass-phd
compass-uob
compass-cdt
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Nov 1, 2019 - HTML
Implementation of PRML algorithms in Julia
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Apr 17, 2021 - Julia
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