GITBOOK-45: support native signed int

docs/SUMMARY.md

@@ -11,13 +11,6 @@
 * [Contribute](framework/contribute.md)
 * [Compatibility](framework/compatibility.md)
 * [Numbers](framework/numbers/README.md)
-  * [Signed Integer](framework/numbers/signed-integer/README.md)
-    * [int.new](framework/numbers/signed-integer/int.new.md)
-    * [int.div\_rem](framework/numbers/signed-integer/int.div\_rem.md)
-    * [int.abs](framework/numbers/signed-integer/int.abs.md)
-    * [int.max](framework/numbers/signed-integer/int.max.md)
-    * [int.min](framework/numbers/signed-integer/int.min.md)
-    * [int.sign](framework/numbers/signed-integer/int.sign.md)
   * [Fixed Point](framework/numbers/fixed-point/README.md)
     * [fp.new](framework/numbers/fixed-point/fp.new.md)
     * [fp.new\_unscaled](framework/numbers/fixed-point/fp.new\_unscaled.md)
@@ -49,7 +42,7 @@
     * [complex.cosh](framework/numbers/complex-number/complex.cosh.md)
     * [complex.exp](framework/numbers/complex-number/complex.exp.md)
     * [complex.exp2](framework/numbers/complex-number/complex.exp2.md)
-    * [complex.from_polar](framework/numbers/complex-number/complex.from_polar.md)
+    * [complex.from\_polar](framework/numbers/complex-number/complex.from\_polar.md)
     * [complex.img](framework/numbers/complex-number/complex.img.md)
     * [complex.ln](framework/numbers/complex-number/complex.ln.md)
     * [complex.log2](framework/numbers/complex-number/complex.log2.md)
@@ -65,7 +58,7 @@
     * [complex.sqrt](framework/numbers/complex-number/complex.sqrt.md)
     * [complex.tan](framework/numbers/complex-number/complex.tan.md)
     * [complex.tanh](framework/numbers/complex-number/complex.tanh.md)
-    * [complex.to_polar](framework/numbers/complex-number/complex.to_polar.md)
+    * [complex.to\_polar](framework/numbers/complex-number/complex.to\_polar.md)
     * [complex.zero](framework/numbers/complex-number/complex.zero.md)
 * [Operators](framework/operators/README.md)
   * [Tensor](framework/operators/tensor/README.md)
@@ -153,13 +146,13 @@
     * [tensor.reduce\_log\_sum](framework/operators/tensor/tensor.reduce\_log\_sum.md)
     * [tensor.unique](framework/operators/tensor/tensor.unique.md)
     * [tensor.compress](framework/operators/tensor/tensor.compress.md)
-    * [tensor.layer_normalization](framework/operators/tensor/tensor.layer_normalization.md)
+    * [tensor.layer\_normalization](framework/operators/tensor/tensor.layer\_normalization.md)
   * [Neural Network](framework/operators/neural-network/README.md)
     * [nn.relu](framework/operators/neural-network/nn.relu.md)
     * [nn.leaky\_relu](framework/operators/neural-network/nn.leaky\_relu.md)
     * [nn.sigmoid](framework/operators/neural-network/nn.sigmoid.md)
     * [nn.softmax](framework/operators/neural-network/nn.softmax.md)
-    * [nn.softmax_zero](framework/operators/neural-network/nn.softmax_zero.md)
+    * [nn.softmax\_zero](framework/operators/neural-network/nn.softmax\_zero.md)
     * [nn.logsoftmax](framework/operators/neural-network/nn.logsoftmax.md)
     * [nn.softsign](framework/operators/neural-network/nn.softsign.md)
     * [nn.softplus](framework/operators/neural-network/nn.softplus.md)
@@ -188,7 +181,6 @@
       * [sequence.sequence\_insert](framework/operators/sequence/sequence.sequence\_insert.md)
       * [sequence.concat\_from\_sequence](framework/operators/sequence/sequence.concat\_from\_sequence.md)
 
-
 ## 🏛 Hub
 
 * [Models](hub/algorithms.md)

docs/academy/tutorials/mnist-classification-with-orion.md

@@ -458,7 +458,7 @@ fn fc1_bias() -> Tensor<i32> {
 
 #### Signed Integer in Orion
 
-In Cairo, there are no built-in signed integers. However, in the field of machine learning, they are very useful. So Orion introduced a full implementation of [Signed Integer](../../framework/numbers/signed-integer/). It is represented by a struct containing both the magnitude and its sign as a boolean.
+In Cairo, there are no built-in signed integers. However, in the field of machine learning, they are very useful. So Orion introduced a full implementation of [Signed Integer](broken-reference). It is represented by a struct containing both the magnitude and its sign as a boolean.
 
 The magnitude represents the absolute value of the number, and the sign indicates whether the number is positive or negative.
 

docs/framework/get-started.md

@@ -60,7 +60,6 @@ use core::array::{ArrayTrait, SpanTrait};
 
 use orion::operators::tensor::{TensorTrait, Tensor, I32Tensor};
 use orion::operators::nn::{NNTrait, I32NN};
-use orion::numbers::signed_integer::i32::{i32, IntegerTrait};
 
 fn relu_example() -> Tensor<i32> {
     let tensor = TensorTrait::<i32>::new(

docs/framework/numbers/README.md

@@ -2,4 +2,4 @@
 
 A full implementation of Signed Integer, Fixed Point and Complex Number in Cairo.
 
-<table data-card-size="large" data-view="cards"><thead><tr><th align="center"></th><th align="center"></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td align="center"></td><td align="center"><strong>Signed Integer</strong></td><td></td><td><a href="signed-integer/">signed-integer</a></td></tr><tr><td align="center"></td><td align="center"><strong>Fixed Point</strong></td><td></td><td><a href="fixed-point/">fixed-point</a></td></tr><tr><td align="center"></td><td align="center"><strong>Complex Number</strong></td><td></td><td><a href="complex-number/">complex-number</a> </td></tr></tbody></table>
+<table data-card-size="large" data-view="cards"><thead><tr><th align="center"></th><th align="center"></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td align="center"></td><td align="center"><strong>Signed Integer</strong></td><td></td><td><a href="broken-reference">Broken link</a></td></tr><tr><td align="center"></td><td align="center"><strong>Fixed Point</strong></td><td></td><td><a href="fixed-point/">fixed-point</a></td></tr><tr><td align="center"></td><td align="center"><strong>Complex Number</strong></td><td></td><td><a href="complex-number/">complex-number</a></td></tr></tbody></table>

docs/framework/operators/neural-network/nn.gemm.md

@@ -1,4 +1,4 @@
-# NNTrait::gemm
+# nn.gemm
 
 ```rust
     fn gemm(
@@ -12,19 +12,18 @@
     ) -> Tensor<T>;
 ```
 
-Performs General Matrix multiplication: https://en.wikipedia.org/wiki/Basic_Linear_Algebra_Subprograms#Level_3
+Performs General Matrix multiplication: [https://en.wikipedia.org/wiki/Basic\_Linear\_Algebra\_Subprograms#Level\_3](https://en.wikipedia.org/wiki/Basic\_Linear\_Algebra\_Subprograms#Level\_3)
 
 * A' = transpose(A) if transA else A
 * B' = transpose(B) if transB else B
 
-Compute `Y = alpha * A' * B' + beta * C`, where input tensor A has shape (M, K) or (K, M), input tensor B has shape (K, N) or (N, K), input tensor C is broadcastable to shape (M, N), and output tensor Y has shape (M, N).
-`A` will be transposed before doing the computation if attribute `transA` is `true`, same for `B` and `transB`.
+Compute `Y = alpha * A' * B' + beta * C`, where input tensor A has shape (M, K) or (K, M), input tensor B has shape (K, N) or (N, K), input tensor C is broadcastable to shape (M, N), and output tensor Y has shape (M, N). `A` will be transposed before doing the computation if attribute `transA` is `true`, same for `B` and `transB`.
 
 ## Args
 
 * `A`(`Tensor<T>`) - Input tensor A. The shape of `A` should be (M, K) if `transA` is `false`, or (K, M) if `transA` is `true`.
 * `B`(`Tensor<T>`) - Input tensor B. The shape of `B` should be (K, N) if `transB` is `false`, or (N, K) if `transB` is `true`.
-* `C`(`Option<Tensor<T>>`) - Optional input tensor C. The shape of C should be unidirectional broadcastable to (M, N). 
+* `C`(`Option<Tensor<T>>`) - Optional input tensor C. The shape of C should be unidirectional broadcastable to (M, N).
 * `alpha`(`Option<T>`) - Optional scalar multiplier for the product of input tensors `A * B`.
 * `beta`(`Option<T>`) - Optional scalar multiplier for input tensor `C`.
 * `transA`(`bool`) - Whether `A` should be transposed.
@@ -64,4 +63,4 @@ A `Tensor<T>` of shape (M, N).
       return y;
   } 
  >>> tensor of shape [3;5]
-````
+```