chore: lowercase for filenames

docs/user/howto/debug_support_submit_issues.md

@@ -37,7 +37,7 @@ Hopefully, it is just a misunderstanding or a small mistake on your side, that o
 
 ## Having a look to the compilation artifacts
 
-When things are more complicated, or if you want to have a look by yourself, you may want to have a look to the compilation reports, which are called artifacts. This is as simple as described in [here](../tutorial/COMPILATION_ARTIFACTS.md)
+When things are more complicated, or if you want to have a look by yourself, you may want to have a look to the compilation reports, which are called artifacts. This is as simple as described in [here](../tutorial/compilation_artifacts.md)
 
 The artifact system will create a directory, containing:
 - **environment.txt:** information about your system
@@ -66,7 +66,7 @@ To simplify our work and let us reproduce your bug easily, we need all the infor
 - any insight you might have on the bug
 - any workaround you have been able to find
 
-Remember, **Concrete Framework** is a project where we are open to contributions, more information at [Contributing](../../dev/howto/CONTRIBUTING.md).
+Remember, **Concrete Framework** is a project where we are open to contributions, more information at [Contributing](../../dev/howto/contributing.md).
 
 ## Submitting an issue
 

docs/user/howto/faq.md

@@ -2,7 +2,7 @@
 
 ## What is **Concrete**?
 
-See [here](../basics/INTRO.md)
+See [here](../basics/intro.md)
 
 ## Is it an open source project?
 

docs/user/howto/index.rst

@@ -4,9 +4,9 @@ How To
 .. toctree::
    :maxdepth: 1
 
-   NUMPY_SUPPORT.md
-   PRINTING_AND_DRAWING.md
-   USE_QUANTIZATION.md
-   REDUCE_NEEDED_PRECISION.md
-   DEBUG_SUPPORT_SUBMIT_ISSUES.md
-   FAQ.md
+   numpy_support.md
+   printing_and_drawing.md
+   use_quantization.md
+   reduce_needed_precision.md
+   debug_support_submit_issues.md
+   faq.md

docs/user/howto/numpy_support.md

@@ -91,7 +91,7 @@ List of supported binary functions if one of the two operators is a constant sca
 
 ## Indexing
 
-Indexing is described in [this section](../tutorial/INDEXING.md).
+Indexing is described in [this section](../tutorial/indexing.md).
 
 
 ## Other machine-learning-related operators
@@ -119,7 +119,7 @@ The framework also gives support for:
 - true div, i.e., `x / y`: if one of `x` or `y` is a constant
 - floor div, i.e., `x // y`: if one of `x` or `y` is a constant
 
-There is support for astype as well, e.g. `x.astype(numpy.int32)`. This allows to control which data type to use for computations. In the context of FHE going back to integers may allow to fuse floating point operations together, see [this tutorial](../tutorial/WORKING_WITH_FLOATING_POINTS.md) to see how to work with floating point values.
+There is support for astype as well, e.g. `x.astype(numpy.int32)`. This allows to control which data type to use for computations. In the context of FHE going back to integers may allow to fuse floating point operations together, see [this tutorial](../tutorial/working_with_floating_points.md) to see how to work with floating point values.
 
 ```{warning}
 FIXME(Umut): speak about `shape`

docs/user/howto/printing_and_drawing.md

@@ -5,7 +5,7 @@ FIXME(all): we should add an example drawing and printing with fusing (so subgra
 
 # Printing and Drawing
 
-Sometimes, it can be useful to print or draw fhe circuits, we provide methods to just do that. Please read [Compiling and Executing](../basics/COMPILING_AND_EXECUTING.md) before reading further to see how you can compile your function into an fhe circuit.
+Sometimes, it can be useful to print or draw fhe circuits, we provide methods to just do that. Please read [Compiling and Executing](../basics/compiling_and_executing.md) before reading further to see how you can compile your function into an fhe circuit.
 
 ## Printing
 

docs/user/howto/reduce_needed_precision.md

@@ -63,7 +63,7 @@ The input contains 28x28x8 = 6272 bits of information. In practice you could als
 This shows how adapting your data can allow you to use models that may require smaller data types (i.e. use less precision) to perform their computations.
 
 ```{note}
-Binarizing here is akin to quantization which is introduced [here](../explanation/QUANTIZATION.md). You can also find further resources on the linked page.
+Binarizing here is akin to quantization which is introduced [here](../explanation/quantization.md). You can also find further resources on the linked page.
 ```
 
 ### There is a tolerance on the result