AI Summer

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

learn-deep-learning

AI Summer's complete catalog of articles

blog-template

Scientific blog template based on theaisummer.com

deep-learning-visuals

A collection of 100 Deep Learning images and visualizations

GANs-in-Computer-Vision

GANs in computer vision AI Summer article series

Introduction-to-Deep-Learning-and-Neural-Networks-Course

Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io

simclr

An education step by step implementation of SimCLR that accompanies the blogpost

pytorch-ddp

code for the ddp tutorial

RNN_tutorial

Recurrent neural networks: building a custom LSTM/GRU cell in PyTorch

awesome-machine-learning-bootcamps

A curated list of bootcamps and platforms to learn Machine Learning and Data Science

Hugging_Face_tutorials

Hugging Face tutorials

JAX-examples

A set of of fundamental operations and deep learning models using JAX

byol-cifar10

implement byol in cifar-10

3D-GAN-pytorch

Responsible implementation of 3D-GAN NIPS 2016 paper:Learning a Probabilistic Latent Space of ObjectShapes via 3D Generative-Adversarial Modeling,that can be found https://papers.nips.cc/paper/6096-learning-a-probabilistic-latent-space-of-object-shapes-via-3d-generative-adversarial-modeling.pdf

pytorch_tutorials