Ecosyste.ms: Issues

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GitHub / nipunbatra/pml-teaching issues and pull requests

#55 - Slides suggestions

Issue - State: open - Opened by nipunbatra 10 months ago

#54 - Notebook suggestions

Issue - State: open - Opened by nipunbatra 10 months ago

#53 - Add titles in the untitled notebooks

Issue - State: open - Opened by patel-zeel 10 months ago

#52 - [Variational inference]

Issue - State: open - Opened by nipunbatra 11 months ago

#51 - [Add gradient wrt image in SIREN notebook]

Issue - State: open - Opened by nipunbatra 11 months ago

#50 - Implementing acquisition functions

Issue - State: open - Opened by nipunbatra 11 months ago

#49 - Sampling Slides + Code (Haikoo and Sarth)

Pull Request - State: closed - Opened by dubeysarth about 1 year ago - 1 comment

#48 - Laplace approx second iteration

Pull Request - State: closed - Opened by patel-zeel about 1 year ago - 1 comment

#47 - Added Laplace slides

Pull Request - State: closed - Opened by patel-zeel about 1 year ago - 1 comment

#46 - Lin_reg_updated_plate_notation

Pull Request - State: closed - Opened by haikookhandor about 1 year ago - 4 comments

#45 - mle_log_reg

Pull Request - State: closed - Opened by haikookhandor about 1 year ago - 1 comment

#44 - MVN_MLE

Pull Request - State: closed - Opened by haikookhandor about 1 year ago - 1 comment

#43 - Mlp slides update

Pull Request - State: closed - Opened by haikookhandor about 1 year ago - 1 comment

#42 - Added Overconfident NN regression notebook

Pull Request - State: closed - Opened by haikookhandor about 1 year ago - 4 comments

#41 - Update contributing guidelines

Pull Request - State: closed - Opened by patel-zeel about 1 year ago

#40 - overconfident_NNs

Pull Request - State: closed - Opened by dhruvpatel144 about 1 year ago - 2 comments

#39 - Added application and question

Pull Request - State: closed - Opened by patel-zeel about 1 year ago

#38 - Adding the electricity consumption (mle) slides

Pull Request - State: closed - Opened by Madhav-Kanda about 1 year ago - 4 comments

#37 - Introduction lecture

Issue - State: open - Opened by nipunbatra about 1 year ago

#36 - Create a simple demo for VAEs

Issue - State: open - Opened by nipunbatra about 1 year ago

#35 - Create a simple AL demo for classification

Issue - State: open - Opened by nipunbatra about 1 year ago

#34 - Create a simple AL demo for regression

Issue - State: open - Opened by nipunbatra about 1 year ago

#33 - Create a simple BayesOpt notebook using BoTorch

Issue - State: open - Opened by nipunbatra about 1 year ago

#32 - Overconfident NNs (regression)

Issue - State: open - Opened by nipunbatra about 1 year ago

#32 - Overconfident NNs (regression)

Issue - State: open - Opened by nipunbatra about 1 year ago

#31 - Overconfident NNs

Issue - State: open - Opened by nipunbatra about 1 year ago

#30 - Project ideas

Issue - State: open - Opened by nipunbatra over 1 year ago

#29 - Bayesian NN using Hamiltorch

Issue - State: open - Opened by nipunbatra over 1 year ago

#28 - Added Latex files and pdfs for five figures

Pull Request - State: closed - Opened by haikookhandor over 1 year ago

#27 - Added more details to calculus slides and notebook

Pull Request - State: closed - Opened by patel-zeel over 1 year ago - 1 comment

#26 - Taylor series univariate and multivariate

Issue - State: open - Opened by nipunbatra over 1 year ago

#25 - good resources on BNN

Issue - State: open - Opened by nipunbatra over 1 year ago - 1 comment

#24 - Good notes on appx. inference

Issue - State: open - Opened by nipunbatra over 1 year ago

#23 - Gaussian Basis regression

Issue - State: open - Opened by nipunbatra over 1 year ago

#21 - create "b"NN architectures

Issue - State: open - Opened by nipunbatra over 1 year ago - 1 comment

#20 - KL divergence and minimization

Issue - State: open - Opened by nipunbatra over 1 year ago

#19 - add references for each set of slides

Issue - State: open - Opened by nipunbatra over 1 year ago

#18 - Transformation of variables

Issue - State: open - Opened by nipunbatra over 1 year ago

#17 - VI: main derivation (ELBO)

Issue - State: open - Opened by nipunbatra over 1 year ago

#16 - variational auto encoders reparam trick

Issue - State: open - Opened by nipunbatra over 1 year ago

#15 - summary figure showing aleatoric, epistemic uncertainty

Issue - State: open - Opened by nipunbatra over 1 year ago

#14 - Probit approx. for Logistic regression

Issue - State: open - Opened by nipunbatra over 1 year ago

#12 - correct information theory figure

Issue - State: open - Opened by nipunbatra over 1 year ago

#10 - Bayesian Linear regression slides and notebook

Issue - State: open - Opened by nipunbatra over 1 year ago
Labels: slides, notebook

#8 - folder for keynote/tikz figures at root node

Issue - State: open - Opened by nipunbatra over 1 year ago

#7 - Markov chain properties

Issue - State: open - Opened by nipunbatra over 1 year ago

#6 - Neural process slides and notebooks

Issue - State: open - Opened by nipunbatra over 1 year ago
Labels: slides, notebook

#5 - Unbiasedness of Monte Carlo, Variance as a function of number of iterations

Issue - State: open - Opened by nipunbatra over 1 year ago
Labels: slides, notebook

#4 - Laplace approx. slides and notebook

Issue - State: open - Opened by nipunbatra over 1 year ago
Labels: slides, notebook

#3 - Deriving normal distribution from maximum entropy principle

Issue - State: open - Opened by nipunbatra over 1 year ago - 1 comment
Labels: slides, notebook

#2 - Notebook for MLE for MVN

Issue - State: open - Opened by nipunbatra over 1 year ago - 1 comment
Labels: notebook

#1 - MLE for Multivariate Normal

Issue - State: open - Opened by nipunbatra over 1 year ago
Labels: slides