From ade2c59e56549cac302999324ada701d77494911 Mon Sep 17 00:00:00 2001 From: aditya3211 Date: Fri, 28 Nov 2025 13:40:27 +0530 Subject: [PATCH] added new Ml resources --- resources.md | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) create mode 100644 resources.md diff --git a/resources.md b/resources.md new file mode 100644 index 0000000..42bc309 --- /dev/null +++ b/resources.md @@ -0,0 +1,19 @@ +### Transformers / NLP +- Hugging Face Docs: https://huggingface.co/docs/transformers/en/index +- Attention Is All You Need Paper: https://arxiv.org/abs/1706.03762 +- Illustrated Transformer Blog: https://jalammar.github.io/illustrated-transformer/ +- GPT-2 for experiments: Hugging Face → GPT-2 + +### LLMs +- Generative AI with LLMs Course: DeepLearning.AI +- Beginner LLM Survey Blog: Lilian Weng’s LLM Survey +- GPT-2 Implementation: Hugging Face Transformers + +### GANs +- GANs Beginner Blog: “Introduction to GANs” (Medium) +- 50-line GAN Code Example (PyTorch/TF GitHub) +- GANs visual explanation (YouTube) + +### DL Architectures +- Neural Networks & Architectures Starter: “Architectures explained” blog +- Foundation book: Dive into Deep Learning (D2L.ai)