dnuang's repositories
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
cog
Containers for machine learning
optuna
A hyperparameter optimization framework
dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
ratelimit
Go/gRPC service designed to enable generic rate limit scenarios from different types of applications.
styleguide
Style guides for Google-originated open-source projects
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
kafka
Mirror of Apache Kafka
hive
Apache Hive
rabbitmq-server
Open source RabbitMQ: core server and tier 1 (built-in) plugins
captum
Model interpretability and understanding for PyTorch
cassandra
Mirror of Apache Cassandra
text
Data loaders and abstractions for text and NLP
data
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
spring-boot
Spring Boot
torchrec
Pytorch domain library for recommendation systems
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
fastText
Library for fast text representation and classification.
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
SparseR-CNN
End-to-End Object Detection with Learnable Proposal, CVPR2021
extension-cpp
C++ extensions in PyTorch
lidar-bonnetal
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
models
Models and examples built with TensorFlow
mesh
Mesh TensorFlow: Model Parallelism Made Easier
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
tutorials
PyTorch tutorials.
pinball
Pinball is a scalable workflow manager