diff --git a/.gitignore b/.gitignore
index 1923afb..83c4396 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,87 +1,2 @@
-# This file contains patterns for ignoring files / folders in a git repository.
-# If a specific file is catched by the .gitignore file, but you need to add it
-# you can use the following command to do so:
-# git add -f  path/to/file/i/want/to/track.txt
-# However, think about the necessity of tracking the file before doing so.
-
-### Blacklist folders:
-
-data/*
-.bin/*
 .direnv/*
-.venv/*
-
-### Blacklist files:
-
-# Secrets
-*secrets*
-
-# Latex related
-*.aux
-*.glo
-*.idx
-*.log
-*.toc
-*.ist
-*.acn
-*.acr
-*.alg
-*.bbl
-*.blg
-*.dvi
-*.glg
-*.gls
-*.ilg
-*.ind
-*.lof
-*.lot
-*.maf
-*.mtc
-*.mtc1
-*.out
-*.synctex.gz
-*.bcf
-*.xml
-*.bst
-*.fdb_latexmk
-*.fls
-*.snm
-*.nav
-
-# R Related
-*.Rhistory
-*.RDataTmp
-*.RData
-
-# Python binaries
-*.pyc
-*.npy
-*.pt
-*.py.ipynb
-
-# Potentially large but not binary
-# *.svg
-
-# Binary files
-*.pdf
-*.zip
-*.gz
-*.tar
-*.kmz
-# Matches Rds, RDS, rds, etc.
-*.[rR][dD][sS]
-
-# Misc
-.~lock.*
-
-# Data
-*.csv
-*.xlsx
-
-# Whitelist selected files
-!data/example_witelisted.csv
-
-# Ignore html files for now
-# TODO: Remove later
-index_cache
-index_files
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diff --git a/assets/crps_learning/01_motivation_01.RData b/assets/crps_learning/01_motivation_01.RData
new file mode 100644
index 0000000..1b8462d
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diff --git a/assets/crps_learning/01_motivation_02.RData b/assets/crps_learning/01_motivation_02.RData
new file mode 100644
index 0000000..5960f5e
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diff --git a/assets/crps_learning/bernstein_application_study_estimations+learnings_rev1.RData b/assets/crps_learning/bernstein_application_study_estimations+learnings_rev1.RData
new file mode 100644
index 0000000..98e013b
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diff --git a/assets/crps_learning/changing_weights.rds b/assets/crps_learning/changing_weights.rds
new file mode 100644
index 0000000..dea5c78
Binary files /dev/null and b/assets/crps_learning/changing_weights.rds differ
diff --git a/assets/crps_learning/overview_data.rds b/assets/crps_learning/overview_data.rds
new file mode 100644
index 0000000..7f3823e
Binary files /dev/null and b/assets/crps_learning/overview_data.rds differ
diff --git a/assets/crps_learning/weights_data.RData b/assets/crps_learning/weights_data.RData
new file mode 100644
index 0000000..33356c9
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diff --git a/assets/crps_learning/weights_example.RData b/assets/crps_learning/weights_example.RData
new file mode 100644
index 0000000..0d24b25
Binary files /dev/null and b/assets/crps_learning/weights_example.RData differ
diff --git a/assets/mcrps_learning/basis_functions.csv b/assets/mcrps_learning/basis_functions.csv
new file mode 100644
index 0000000..ddda86a
--- /dev/null
+++ b/assets/mcrps_learning/basis_functions.csv
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