Erin's starred repositories
stable-diffusion-webui
Stable Diffusion web UI
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
sentence-transformers
State-of-the-Art Text Embeddings
flash-attention
Fast and memory-efficient exact attention
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
auto-sklearn
Automated Machine Learning with scikit-learn
NYU-DLSP20
NYU Deep Learning Spring 2020
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
mpitutorial
MPI programming lessons in C and executable code examples
TensorRT-Model-Optimizer
TensorRT Model Optimizer is a unified library of state-of-the-art model optimization techniques such as quantization, pruning, distillation, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM or TensorRT to optimize inference speed on NVIDIA GPUs.
Awesome-U-Net
Official repo for Medical Image Segmentation Review: The Success of U-Net
DiffSketcher
[NIPS 2023] Official implementation for "DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models" https://arxiv.org/abs/2306.14685
amazon-sagemaker-mlflow-fargate
Managing your machine learning lifecycle with MLflow and Amazon SageMaker
sagemaker-feature-store-cross-account-access-sts
This repo details all the steps needed to create cross-account access roles, policies and permissions for enabling shareability of features between accounts A and B using Amazon SageMaker Feature Store and AWS Security Token Service (STS).