diff --git a/posts/from-graphs-to-git.org b/posts/from-graphs-to-git.org
index ccf7448..f8e8704 100644
--- a/posts/from-graphs-to-git.org
+++ b/posts/from-graphs-to-git.org
@@ -54,7 +54,7 @@ of it, using [[https://git-scm.com/docs/git-log][=git log=]].
 
 Here is an example of a repo:
 
-[[file:/images/git-graphs/repo.svg]]
+[[file:../images/git-graphs/repo.svg]]
 
 In this representation, each commit points to its
 children[fn:parent-child], and they were organized from left to right
@@ -93,7 +93,7 @@ great-grandparent of the current commit.
 name and acts a simple pointer to a commit. Once again, this is simply
 an alias, in order to have meaningful names when navigating the graph.
 
-[[file:/images/git-graphs/repo_labels.svg]]
+[[file:../images/git-graphs/repo_labels.svg]]
 
 In this example, we have three branches: =master=, =feature=, and
 =bugfix=[fn::Do not name your real branches like this! Find a
@@ -122,7 +122,7 @@ committing will be (the new commit is in green):
 with [[https://git-scm.com/docs/git-commit][=git commit=]].
 
 
-[[file:/images/git-graphs/repo_labels_commit.svg]]
+[[file:../images/git-graphs/repo_labels_commit.svg]]
 
 Two significant things happened here:
 - Your position on the graph changed: =HEAD= points to the new commit
@@ -176,7 +176,7 @@ a commit and all its descendants to another location in the
 graph. This is called a /rebase/.[fn:rebase:{-} That you can perform
 with [[https://git-scm.com/docs/git-rebase][=git rebase=]] *(destructive!)*.]
 
-[[file:/images/git-graphs/repo_labels_rebase.svg]]
+[[file:../images/git-graphs/repo_labels_rebase.svg]]
 
 In this case, we moved the branch =feature= from its old position (in
 red) to a new one on top of =master= (in green).
@@ -206,13 +206,13 @@ where =feature= is:[fn:fastforward]
 fast-forward with the =--ff-only= and =--no-ff= flags.
 
 
-[[file:/images/git-graphs/repo_labels_ff.svg]]
+[[file:../images/git-graphs/repo_labels_ff.svg]]
 
 Another manipulation that we can do on the graph is /squashing/,
 i.e. lumping several commits together in a single one.[fn:squash:{-}
 Use [[https://git-scm.com/docs/git-squash][=git squash=]] *(destructive!)*.]
 
-[[file:/images/git-graphs/repo_labels_squash.svg]]
+[[file:../images/git-graphs/repo_labels_squash.svg]]
 
 Here, the three commits of the =feature= branch have been condensed
 into a single one. No conflict can happen, but we lose the history of
@@ -258,7 +258,7 @@ use [[https://git-scm.com/docs/git-fetch][=git fetch=]], [[https://git-scm.com/d
 branch automatically), and [[https://git-scm.com/docs/git-push][=git push=]].
 
 
-[[file:/images/git-graphs/repo_labels_bob.svg]]
+[[file:../images/git-graphs/repo_labels_bob.svg]]
 
 The branch name he just got from Alice is prefixed by the name of the
 remote, in this case =alice=. These are just ordinary commits, and an
@@ -270,14 +270,14 @@ he wants to make a new commit on top of Alice's changes. But the
 repository, so he just creates a new branch just for him named
 =feature=, where he adds a commit:
 
-[[file:/images/git-graphs/repo_labels_bob2.svg]]
+[[file:../images/git-graphs/repo_labels_bob2.svg]]
 
 Similarly, Alice can now retrieve Bob's work, and will have a new
 branch =bob/feature= with the additional commit. If she wants, she can
 now incorporate the new commit to her own branch =feature=, making her
 branches =feature= and =bob/feature= identical:
 
-[[file:/images/git-graphs/repo_labels_alice.svg]]
+[[file:../images/git-graphs/repo_labels_alice.svg]]
 
 As you can see, sharing work in Git is just a matter of having
 additional branches that represent the graph of other people. Some
diff --git a/posts/hierarchical-optimal-transport-for-document-classification.org b/posts/hierarchical-optimal-transport-for-document-classification.org
index 143d148..65abd93 100644
--- a/posts/hierarchical-optimal-transport-for-document-classification.org
+++ b/posts/hierarchical-optimal-transport-for-document-classification.org
@@ -156,7 +156,7 @@ to a deep learning approach, we can make sense of every intermediate
 step, from the representations of topics to the weights in the
 optimisation algorithm to compute higher-level distances.
 
-[[file:/images/hott_fig1.jpg]]
+[[file:../images/hott_fig1.jpg]]
  [fn::{-} Representation of two documents in topic space, along with
 how the distance was computed between them. Everything is
 interpretable: from the documents as collections of topics, to the
diff --git a/posts/operations-research-references.org b/posts/operations-research-references.org
index 37ec1fe..4483cae 100644
--- a/posts/operations-research-references.org
+++ b/posts/operations-research-references.org
@@ -70,7 +70,7 @@ also excellent.)
 
 [fn:wentzel] {-}  
 #+ATTR_HTML: :width 200px
-[[file:/images/or_references/wentzel.jpg]]
+[[file:../images/or_references/wentzel.jpg]]
 
 [fn:mir] {-} Mir also published [[https://mirtitles.org/2011/06/03/physics-for-everyone/][/Physics for Everyone/]] by Lev Landau
 and Alexander Kitaigorodsky, a three-volume introduction to physics
@@ -104,7 +104,7 @@ and other network problems.
 
 [fn:williams] {-}  
 #+ATTR_HTML: :width 200px
-[[file:/images/or_references/williams.jpg]]
+[[file:../images/or_references/williams.jpg]]
 
 
 Another interesting resource is the freely available [[https://docs.mosek.com/modeling-cookbook/index.html][MOSEK Modeling
@@ -155,7 +155,7 @@ algorithms.
 
 [fn:kochenderfer] {-}  
 #+ATTR_HTML: :width 200px
-[[file:/images/or_references/kochenderfer.jpg]]
+[[file:../images/or_references/kochenderfer.jpg]]
 
 
 ** Online courses
@@ -214,7 +214,7 @@ or [[https://github.com/coin-or/pulp][PuLP]] for linear programming.
 
 [fn:jump] {-}  
 #+ATTR_HTML: :width 250px :style background-color: #cccccc;
-[[file:/images/or_references/jump.svg]]
+[[file:../images/or_references/jump.svg]]
 
 
 Regarding solvers, there is a [[http://www.juliaopt.org/JuMP.jl/stable/installation/#Getting-Solvers-1][list of solvers]] on JuMP's documentation,
diff --git a/posts/ponder-this-2021-03.org b/posts/ponder-this-2021-03.org
index acd2ba0..2dbd2ff 100644
--- a/posts/ponder-this-2021-03.org
+++ b/posts/ponder-this-2021-03.org
@@ -64,7 +64,7 @@ E5 D7 05 D7 7D 9C C9 F5 70 0B 17 7B EF 18 83 46 79 0D 49 59
 
 We can parse it easily with the [[https://docs.julialang.org/en/v1/stdlib/DelimitedFiles/][DelimitedFiles]] module from Julia's
 standard library.
-[fn::{-} [[file:/images/ponderthis_202103_grid.svg]]]
+[fn::{-} [[file:../images/ponderthis_202103_grid.svg]]]
 
 #+begin_src julia
 using DelimitedFiles
@@ -146,7 +146,7 @@ indices = Tuple.(findall(value.(x) .> 0))
 indices = sort([(a-1, b-1) for (a, b) = indices])
 #+end_src
 
-[fn::{-} [[file:/images/ponderthis_202103_explore.svg]]]
+[fn::{-} [[file:../images/ponderthis_202103_explore.svg]]]
 
 The resulting objective value is 1424, and the explored indices are