the-ai-summer Goto Github PK

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

awesome-machine-learning-bootcamps

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

blog-template

Scientific blog template based on theaisummer.com

byol-cifar10

implement byol in cifar-10

deep-learning-in-production

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

deep-learning-visuals

A collection of 100 Deep Learning images and visualizations

gans-in-computer-vision

GANs in computer vision AI Summer article series

hugging_face_tutorials

Hugging Face tutorials

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

jax-examples

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

learn-deep-learning

AI Summer's complete catalog of articles

pytorch-ddp

code for the ddp tutorial

pytorch_tutorials

rnn_tutorial

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

self-attention-cv

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

simclr

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