From 53a0579c114ffe42aff22210dd33aeb6d8b0e6d8 Mon Sep 17 00:00:00 2001
From: lucasdelimanogueira
 <47654903+lucasdelimanogueira@users.noreply.github.com>
Date: Mon, 13 May 2024 19:45:03 -0300
Subject: [PATCH 1/2] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index e904b17..d7bb0eb 100644
--- a/README.md
+++ b/README.md
@@ -64,7 +64,7 @@ class MyModel(nn.Module):
 
 | Development                  | Status      | Feature                                                                |
 | ---------------------------- | ----------- | ---------------------------------------------------------------------- |
-| Operations                   | in progress | <ul><li>[ ] Broadcasting </li></ul>                     |
+| Operations                   | in progress | <ul><li>[X] GPU Support</li><li>[X] Autograd</li><li>[ ] Broadcasting</li></ul>                 |
 | Loss                         | in progress | <ul><li>[x] MSE</li><li>[ ] Cross Entropy</li></ul>    |
 | Data                         | in progress    | <ul><li>[ ] Dataset</li><li>[ ] Batch</li><li>[ ] Iterator</li></ul>   |
 | Convolutional Neural Network | in progress    | <ul><li>[ ] Conv2d</li><li>[ ] MaxPool2d</li><li>[ ] Dropout</li></ul> |

From 615753a5ec5ae88b9d9feb8367563d8638f59ad0 Mon Sep 17 00:00:00 2001
From: lucasdelimanogueira
 <47654903+lucasdelimanogueira@users.noreply.github.com>
Date: Tue, 14 May 2024 14:29:39 -0300
Subject: [PATCH 2/2] Update README.md

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index d7bb0eb..6854be3 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,8 @@
 # PyNorch
 Recreating PyTorch from scratch (C/C++, CUDA and Python, with GPU support and automatic differentiation!)
 
+Project details explanations can also be found on [medium](https://towardsdatascience.com/recreating-pytorch-from-scratch-with-gpu-support-and-automatic-differentiation-8f565122a3cc).
+
 # 1 - About
 **PyNorch** is a deep learning framework constructed using C/C++, CUDA and Python. This is a personal project with educational purpose only! `Norch` means **NOT** PyTorch, and we have **NO** claims to rivaling the already established PyTorch. The main objective of **PyNorch** was to give a brief understanding of how a deep learning framework works internally. It implements the Tensor object, GPU support and an automatic differentiation system.