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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
A collection of resources and papers on Diffusion Models
AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide, published by Packt
Anomaly detection related books, papers, videos, and toolboxes
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Repository for "Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search"
[ICLR 2021 Spotlight] A Good Image Generator Is What You Need for High-Resolution Video Synthesis
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Drift Detection for your PyTorch Models
Ranger deep learning optimizer rewrite to use newest components
pytorch structural similarity (SSIM) loss
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
An implementation of the original "ResNet" paper in Pytorch
A simple way to calibrate your neural network.
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Pytorch framework for doing deep learning on point clouds.
Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)
Automatically visualize your pandas dataframe via a single print! 📊 💡
Different implementations of "Weighted Prediction Error" for speech dereverberation
[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture
Supercharge Git inside VS Code and unlock untapped knowledge within each repository — Visualize code authorship at a glance via Git blame annotations and CodeLens, seamlessly navigate and explore G…