diff --git a/.gitignore b/.gitignore
index c07bbdd..f090e84 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,6 +4,14 @@ data/
 datasets/
 **/spacy*/output/
 **/iframe_figures/
+reports/
+logs/
+profiling/
+misc/
+docs/
+
+# config
+*.code-workspace
 
 # Byte-compiled / optimized / DLL files
 __pycache__/
diff --git a/lang_main_config_old.toml b/lang_main_config_old.toml
deleted file mode 100644
index 38ce082..0000000
--- a/lang_main_config_old.toml
+++ /dev/null
@@ -1,59 +0,0 @@
-# d-opt -- lang_main: config file
-
-[paths]
-inputs = './lang-data/in/'
-results = './lang-data/out/'
-models = './lang-models'
-
-[models]
-use_large_model = true
-
-[logging]
-enabled = true
-stderr = true
-file = true
-
-# control which pipelines are executed
-[control]
-preprocessing_skip = false
-token_analysis_skip = false
-graph_postprocessing_skip = false
-graph_rescaling_skip = false
-graph_static_rendering_skip = true
-time_analysis_skip = true
-
-[preprocess]
-date_cols = [
-    "VorgangsDatum",
-    "ErledigungsDatum",
-    "Arbeitsbeginn",
-    "ErstellungsDatum",
-]
-target_feature = "VorgangsBeschreibung"
-threshold_amount_characters = 5
-threshold_similarity = 0.92
-
-[graph_postprocessing]
-max_edge_number = -1
-
-[time_analysis.uniqueness]
-threshold_unique_texts = 5
-criterion_feature = 'HObjektText'
-feature_name_obj_id = 'ObjektID'
-feature_name_obj_text = 'HObjektText'
-
-[time_analysis.preparation]
-name_delta_feat_to_repair = 'Zeitspanne bis zur Behebung [Tage]'
-name_delta_feat_to_next_failure = 'Zeitspanne bis zum nächsten Ereignis [Tage]'
-
-[time_analysis.model_input]
-input_features = [
-    'VorgangsBeschreibung',
-]
-activity_feature = 'VorgangsTypName'
-activity_types = [
-    'Reparaturauftrag (Portal)',
-    'Störungsmeldung',
-]
-threshold_num_activities = 1
-threshold_similarity = 0.8
\ No newline at end of file
diff --git a/scripts/analyse_dataset.py b/prototypes/analyse_dataset.py
similarity index 100%
rename from scripts/analyse_dataset.py
rename to prototypes/analyse_dataset.py
diff --git a/scripts/cyto.py b/prototypes/cyto.py
similarity index 100%
rename from scripts/cyto.py
rename to prototypes/cyto.py
diff --git a/scripts/dash_timeline.py b/prototypes/dash_timeline.py
similarity index 100%
rename from scripts/dash_timeline.py
rename to prototypes/dash_timeline.py
diff --git a/scripts/dash_timeline_static.py b/prototypes/dash_timeline_static.py
similarity index 100%
rename from scripts/dash_timeline_static.py
rename to prototypes/dash_timeline_static.py
diff --git a/scripts/inputs/without_nan.pkl b/prototypes/inputs/without_nan.pkl
similarity index 100%
rename from scripts/inputs/without_nan.pkl
rename to prototypes/inputs/without_nan.pkl
diff --git a/scripts/lang_main_config.old.toml b/prototypes/lang_main_config.old.toml
similarity index 100%
rename from scripts/lang_main_config.old.toml
rename to prototypes/lang_main_config.old.toml
diff --git a/scripts/lang_main_config.toml b/prototypes/lang_main_config.toml
similarity index 100%
rename from scripts/lang_main_config.toml
rename to prototypes/lang_main_config.toml
diff --git a/scripts/pre_test_examples.py b/prototypes/pre_test_examples.py
similarity index 100%
rename from scripts/pre_test_examples.py
rename to prototypes/pre_test_examples.py
diff --git a/scripts/test.py b/prototypes/test.py
similarity index 100%
rename from scripts/test.py
rename to prototypes/test.py
diff --git a/python/README.txt b/python/README.txt
deleted file mode 100644
index d13c095..0000000
--- a/python/README.txt
+++ /dev/null
@@ -1 +0,0 @@
-only used to simulate directory tree in final solution
\ No newline at end of file
diff --git a/build.ps1 b/scripts/build.ps1
similarity index 100%
rename from build.ps1
rename to scripts/build.ps1
diff --git a/bump_prerelease_num.ps1 b/scripts/bump_prerelease_num.ps1
similarity index 100%
rename from bump_prerelease_num.ps1
rename to scripts/bump_prerelease_num.ps1
diff --git a/bump_release_type.ps1 b/scripts/bump_release_type.ps1
similarity index 100%
rename from bump_release_type.ps1
rename to scripts/bump_release_type.ps1
diff --git a/scripts/profiling/prof_report.profdata b/scripts/profiling/prof_report.profdata
deleted file mode 100644
index a13c54a..0000000
Binary files a/scripts/profiling/prof_report.profdata and /dev/null differ
diff --git a/scripts/profiling/prof_report.txt b/scripts/profiling/prof_report.txt
deleted file mode 100644
index 0dbf07d..0000000
Binary files a/scripts/profiling/prof_report.txt and /dev/null differ
diff --git a/publish.ps1 b/scripts/publish.ps1
similarity index 100%
rename from publish.ps1
rename to scripts/publish.ps1
diff --git a/run_test_wo_models+cyto.ps1 b/scripts/run_test_wo_models+cyto.ps1
similarity index 100%
rename from run_test_wo_models+cyto.ps1
rename to scripts/run_test_wo_models+cyto.ps1
diff --git a/run_tests_all.ps1 b/scripts/run_tests_all.ps1
similarity index 100%
rename from run_tests_all.ps1
rename to scripts/run_tests_all.ps1