goyalpramod / Foundational-ML-papersLinks
Implementations of Papers that I read, you can read my breakdown in my blog
☆89Updated 3 months ago
Alternatives and similar repositories for Foundational-ML-papers
Users that are interested in Foundational-ML-papers are comparing it to the libraries listed below
Sorting:
- This repo has all the basic things you'll need in-order to understand complete vision transformer architecture and its various implementa…☆229Updated last year
- A repository consisting of paper/architecture replications of classic/SOTA AI/ML papers in pytorch☆400Updated 2 months ago
- ☆89Updated last week
- small auto-grad engine inspired from Karpathy's micrograd and PyTorch☆276Updated last year
- Repository of implementations of classic and sota rl algorithms from scratch in PyTorch☆219Updated 3 weeks ago
- "LLM from Zero to Hero: An End-to-End Large Language Model Journey from Data to Application!"☆141Updated last month
- GPU Kernels☆218Updated 9 months ago
- a simple CLI command that will create a template of a generic ML Project☆81Updated last month
- NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025☆408Updated 9 months ago
- Transformers from scratch using PyTorch & NumPy.☆49Updated 11 months ago
- ☆411Updated 9 months ago
- ☆116Updated last month
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆141Updated last year
- Learnings and programs related to CUDA☆431Updated 7 months ago
- ☆46Updated 9 months ago
- A practical guide to diffusion models, implemented from scratch.☆242Updated last month
- Jupyter Notebook notes on Andrej Karpathy's videos and the tutorial series, "Neural Networks: Zero to Hero."☆202Updated 2 weeks ago
- in this repository, i'm going to implement increasingly complex llm inference optimizations☆81Updated 8 months ago
- Following Karpathy with GPT-2 implementation and training, writing lots of comments cause I have memory of a goldfish☆172Updated last year
- Assignments of courses taught at IISC as part of MTech AI curriculum☆140Updated 11 months ago
- Here's all my Python/Numba (CUDA) code for the encoder block I made :)☆70Updated 9 months ago
- Deep Learning for Computer Vision☆60Updated last year
- learningggggggg 🐳☆574Updated 9 months ago
- Question paper of courses taught at IISC as part of MTech AI curriculum☆105Updated last year
- ☆42Updated last year
- (WIP) A small but powerful, homemade PyTorch from scratch.☆672Updated this week
- a LLM cookbook, for building your own from scratch, all the way from gathering data to training a model☆167Updated last year
- Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024☆247Updated last year
- A blog on various ML topics, and my thoughts.☆25Updated 2 weeks ago
- 📓 A collection of generative AI open-source repositories that are actively being developed. If you are looking to build a solid profile …☆86Updated 3 months ago