diff --git a/book/chapters/01-setup.md b/book/chapters/01-setup.md index 0386d6a9..437e31b3 100644 --- a/book/chapters/01-setup.md +++ b/book/chapters/01-setup.md @@ -184,42 +184,16 @@ The skills you learn here - the development workflow, testing patterns, and code --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/01_setup/setup_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/01_setup/setup_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/01_setup/setup_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/02-tensor.md b/book/chapters/02-tensor.md index 8c6109c3..7f8430fb 100644 --- a/book/chapters/02-tensor.md +++ b/book/chapters/02-tensor.md @@ -231,42 +231,16 @@ Take your time, test thoroughly, and enjoy building something that really works! --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/02_tensor/tensor_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/02_tensor/tensor_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/02_tensor/tensor_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/03-activations.md b/book/chapters/03-activations.md index 99ff3564..7dafde13 100644 --- a/book/chapters/03-activations.md +++ b/book/chapters/03-activations.md @@ -275,42 +275,16 @@ You've mastered this module when: --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/03_activations/activations_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/03_activations/activations_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/03_activations/activations_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/04-layers.md b/book/chapters/04-layers.md index 6b43356c..37a13c7a 100644 --- a/book/chapters/04-layers.md +++ b/book/chapters/04-layers.md @@ -235,42 +235,16 @@ After completing this module, you're ready for: --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/04_layers/layers_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/04_layers/layers_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/04_layers/layers_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/05-networks.md b/book/chapters/05-networks.md index 8325beb3..f292624f 100644 --- a/book/chapters/05-networks.md +++ b/book/chapters/05-networks.md @@ -299,42 +299,16 @@ Input → Dense(784,128) → ReLU → Dense(128,64) → ReLU → Dense(64,10) --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/05_networks/networks_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/05_networks/networks_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/05_networks/networks_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/06-cnn.md b/book/chapters/06-cnn.md index 86c2685b..8d5eb2cd 100644 --- a/book/chapters/06-cnn.md +++ b/book/chapters/06-cnn.md @@ -93,42 +93,16 @@ python -m pytest tests/test_cnn.py -v --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/06_cnn/cnn_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/06_cnn/cnn_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/06_cnn/cnn_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/07-dataloader.md b/book/chapters/07-dataloader.md index e224031f..3e9032c0 100644 --- a/book/chapters/07-dataloader.md +++ b/book/chapters/07-dataloader.md @@ -337,42 +337,16 @@ Focus on clean interfaces, efficient implementation, and systems thinking! 🔥 --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/07_dataloader/dataloader_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/07_dataloader/dataloader_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/07_dataloader/dataloader_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/08-autograd.md b/book/chapters/08-autograd.md index 0d24d54c..684298a9 100644 --- a/book/chapters/08-autograd.md +++ b/book/chapters/08-autograd.md @@ -315,42 +315,16 @@ This module transforms TinyTorch from a static computation library into a dynami --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/08_autograd/autograd_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/08_autograd/autograd_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/08_autograd/autograd_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/09-optimizers.md b/book/chapters/09-optimizers.md index b704db29..225c5579 100644 --- a/book/chapters/09-optimizers.md +++ b/book/chapters/09-optimizers.md @@ -230,42 +230,16 @@ Your optimizers will be the engine that transforms gradients into intelligence! --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/09_optimizers/optimizers_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/09_optimizers/optimizers_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/09_optimizers/optimizers_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/10-training.md b/book/chapters/10-training.md index 7698a21e..aa806402 100644 --- a/book/chapters/10-training.md +++ b/book/chapters/10-training.md @@ -303,42 +303,16 @@ history = trainer.fit(housing_loader, epochs=100) --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/10_training/training_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/10_training/training_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/10_training/training_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/11-compression.md b/book/chapters/11-compression.md index bb2bab27..c3e13e5d 100644 --- a/book/chapters/11-compression.md +++ b/book/chapters/11-compression.md @@ -201,42 +201,16 @@ This module bridges the gap between research-quality models and production-ready --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/11_compression/compression_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/11_compression/compression_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/11_compression/compression_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/12-kernels.md b/book/chapters/12-kernels.md index 01052382..68501345 100644 --- a/book/chapters/12-kernels.md +++ b/book/chapters/12-kernels.md @@ -171,42 +171,16 @@ By the end, you'll think like a **performance engineer**, not just a machine lea --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/12_kernels/kernels_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/12_kernels/kernels_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/12_kernels/kernels_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/13-benchmarking.md b/book/chapters/13-benchmarking.md index 19904d6f..33e081e4 100644 --- a/book/chapters/13-benchmarking.md +++ b/book/chapters/13-benchmarking.md @@ -180,42 +180,16 @@ By the end of this module, you should be able to: --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/13_benchmarking/benchmarking_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/13_benchmarking/benchmarking_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/13_benchmarking/benchmarking_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/chapters/14-mlops.md b/book/chapters/14-mlops.md index 380dec10..af814d9c 100644 --- a/book/chapters/14-mlops.md +++ b/book/chapters/14-mlops.md @@ -350,42 +350,16 @@ This module represents the culmination of your TinyTorch journey - from basic te --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{admonition} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/14_mlops/mlops_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/14_mlops/mlops_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/14_mlops/mlops_dev.ipynb) *(Google's notebook environment)* +``` --- diff --git a/book/convert_readmes.py b/book/convert_readmes.py index 204712f9..ddb4bf8d 100644 --- a/book/convert_readmes.py +++ b/book/convert_readmes.py @@ -87,42 +87,16 @@ def enhance_content_for_web(content: str, module_name: str, module_num: int) -> interactive_elements = f""" --- -## 🚀 Interactive Learning +## 🚀 Ready to Build? -
-

💡 Try It Yourself

-

Ready to start building? Choose your preferred environment:

-
+```{{admonition}} Choose Your Environment +:class: tip +**Quick Start:** [🚀 Launch Builder](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/{module_name}/{module_name.split('_', 1)[1]}_dev.ipynb) *(Jump directly into implementation)* -### 🔧 **Builder Environment** -
-

🏗️ Quick Start

-

Jump directly into the implementation with our guided builder:

-
+**Full Development:** [📓 Open Jupyter](https://mybinder.org/v2/gh/MLSysBook/TinyTorch/main?filepath=modules/source/{module_name}/{module_name.split('_', 1)[1]}_dev.ipynb) *(Complete development environment)* - - 🚀 Launch Builder - - -### 📓 **Jupyter Notebook** -
-

📚 Full Development

-

Work with the complete development environment:

-
- - - 📓 Open Jupyter - - -### 🎯 **Google Colab** -
-

☁️ Cloud Environment

-

Use Google's cloud-based notebook environment:

-
- - - ☁️ Open in Colab - +**Cloud Environment:** [☁️ Open in Colab](https://colab.research.google.com/github/MLSysBook/TinyTorch/blob/main/modules/source/{module_name}/{module_name.split('_', 1)[1]}_dev.ipynb) *(Google's notebook environment)* +``` ---