CUDA Templates for Linear Algebra Subroutines

Material for gpu-mode lectures

Distributed memory, MPI based SuperLU

DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling

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Recommend new arxiv papers of your interest daily according to your Zotero libarary.

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Visualizer for neural network, deep learning and machine learning models

Machine learning, in numpy

A Julia Basket of Hand-Picked Krylov Methods

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Crawl a site to generate knowledge files to create your own custom GPT from a URL

HiPlot makes understanding high dimensional data easy

Awesome-LLM: a curated list of Large Language Model

Curated list of data science interview questions and answers

Machine Learning and Computer Vision Engineer - Technical Interview Questions

Compositional Linear Algebra

Python code for YouTube videos.

All-inclusive Python cheatsheet

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

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A collective list of free APIs

Curated list of project-based tutorials

GenAI Cookbook

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.