AI Summer

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16 repositories

Deep-Learning-In-Production
Public
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
training cloud ai deployment neural-network production deeplearning unet semantic-segmentation machinelearningproject
Jupyter Notebook
•245•1.1k•0•1•Updated May 1, 2023May 1, 2023
pytorch_tutorials
Public
Jupyter Notebook
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MIT License
•3•3•0•0•Updated Dec 20, 2022Dec 20, 2022
blog-template
Public
Scientific blog template based on theaisummer.com
react markdown typescript latex gatsby static-site katex tsx prismjs mdx
TypeScript
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Apache License 2.0
•11•79•5•0•Updated Aug 22, 2022Aug 22, 2022
byol-cifar10
Public
implement byol in cifar-10
Jupyter Notebook
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MIT License
•3•13•3•0•Updated May 9, 2022May 9, 2022
pytorch-ddp
Public
code for the ddp tutorial
Python
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MIT License
•12•32•0•0•Updated Apr 9, 2022Apr 9, 2022
simclr
Public
An education step by step implementation of SimCLR that accompanies the blogpost
Jupyter Notebook
•6•31•0•0•Updated Mar 31, 2022Mar 31, 2022
learn-deep-learning
Public
AI Summer's complete catalog of articles
data-science machine-learning natural-language-processing deep-neural-networks computer-vision deep-learning
Jupyter Notebook
•25•107•0•0•Updated Dec 30, 2021Dec 30, 2021
Introduction-to-Deep-Learning-and-Neural-Networks-Course
Public
Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io
data-science machine-learning deep-neural-networks ai deep-learning transformers pytorch recurrent-neural-networks generative-adversarial-network convolutional-neural-networks
Jupyter Notebook
•22•40•0•0•Updated Sep 15, 2021Sep 15, 2021
self-attention-cv
Public
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
machine-learning deep-learning machine-learning-algorithms transformers artificial-intelligence transformer attention attention-mechanism self-attention
Python
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MIT License
•154•1.2k•1•0•Updated Sep 14, 2021Sep 14, 2021
deep-learning-visuals
Public
A collection of 100 Deep Learning images and visualizations
machine-learning deep-neural-networks deep-learning ml recurrent-neural-networks artificial-intelligence transformer generative-adversarial-network neural-networks autoencoder
Creative Commons Attribution 4.0 International
•11•74•0•0•Updated Jul 13, 2021Jul 13, 2021
Hugging_Face_tutorials
Public
Hugging Face tutorials
Python
•7•15•0•0•Updated Jun 3, 2021Jun 3, 2021
JAX-examples
Public
A set of of fundamental operations and deep learning models using JAX
Python
•5•13•0•0•Updated Mar 12, 2021Mar 12, 2021
awesome-machine-learning-bootcamps
Public
A curated list of bootcamps and platforms to learn Machine Learning and Data Science
3•16•0•0•Updated Jan 28, 2021Jan 28, 2021
GANs-in-Computer-Vision
Public
GANs in computer vision AI Summer article series
learning computer-vision deep-learning gan gans adverserial
Python
•12•70•0•0•Updated Oct 7, 2020Oct 7, 2020
RNN_tutorial
Public
Recurrent neural networks: building a custom LSTM/GRU cell in PyTorch
Jupyter Notebook
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MIT License
•3•28•0•0•Updated Sep 18, 2020Sep 18, 2020
3D-GAN-pytorch
Public
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
Jupyter Notebook
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MIT License
•23•2•0•0•Updated Apr 15, 2020Apr 15, 2020