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