docs: typos in implemented methods (#1242)

* docs: typo in implemented methods * fix path to embedding nets
sbi-dev · Aug 28, 2024 · 4077f19 · 4077f19
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diff --git a/docs/docs/index.md b/docs/docs/index.md
@@ -154,8 +154,7 @@ methods](tutorials/16_implemented_methods.md).
   [[Paper]](https://arxiv.org/abs/2305.17161)
 
 - **Compositional Score Modeling for Simulation-Based Inference**<br> by Geffner, T.,
-  Papamakarios, G., & Mnih, A. (2023, July). Compositional score modeling for
-  simulation-based inference. (ICML 2023)<br>
+  Papamakarios, G., & Mnih, A. (ICML 2023)<br>
   [[Paper]](https://proceedings.mlr.press/v202/geffner23a.html)
 
 ### Likelihood-estimation (`(S)NLE`)
@@ -172,7 +171,6 @@ methods](tutorials/16_implemented_methods.md).
   decision-making** <br> by Boelts, Lueckmann, Gao, Macke (Elife 2022)
   <br>[[Paper]](https://elifesciences.org/articles/77220)
 
-
 ### Likelihood-ratio-estimation (`(S)NRE`)
 
 - **Likelihood-free MCMC with Amortized Approximate Likelihood Ratios**<br> by

diff --git a/tutorials/16_implemented_methods.ipynb b/tutorials/16_implemented_methods.ipynb
@@ -114,7 +114,7 @@
     "The density estimation part of BayesFlow is equivalent to single-round NPE. The\n",
     "additional contribution of the paper are several embedding networks for high-dimensional\n",
     "data including permutation invariant embeddings. Similar embeddings networks are\n",
-    "implemented in `sbi` as well, under `sbi.neural_nets.embedding_nets.py`."
+    "implemented in `sbi` as well, under `sbi.neural_nets.embedding_nets`."
    ]
   },
   {