vguerra

mojograd

Autograd engine in 🔥

ilox

Interpreter for Lox language

picograd

A toy lib to understand backpropagation in Swift

alexnet

clangir

A new high-level IR for clang.

dog-or-cat

fastai

The fastai deep learning library, plus lessons and and tutorials

fastai-workflows

Composite Actions workflows for use in fastai projects

fastbook

Draft of the fastai book

fastbook-notes

My notes while going trough the fastAI book : Deep learning for coders

fastcore

Python supercharged for the fastai library

FileCheck

A standalone Swift version of LLVM's flexible pattern matching file verifier

fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

lingo-db

LingoDB: A new analytical database system that blurs the lines between databases and compilers.

llvm-tutor

A collection of out-of-tree LLVM passes for teaching and learning

mlir-hlo

mlir-www

nbdev

Create delightful python projects using Jupyter Notebooks

nbprocess

Process and export Jupyter Notebooks fast (Jupyter not required)

nbprocess-template

numba-mlir

POC work on MLIR backend

paddy_doctor

PI

A lightweight MLIR Python frontend with support for PyTorch

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

relay-mlir

An MLIR-based toy DL compiler for TVM Relay.

swift

The Swift Programming Language

swift-syntax

SwiftPM package for SwiftSyntax library.

tensorflow

An Open Source Machine Learning Framework for Everyone

Walk-with-fastai-revisited

Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://thezachmueller.gumroad.com/l/walkwithfastai

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Victor Guerra's blog posts