Yonk Shi's repositories
text2imageNet
Generate image from text with Generative Adversarial Network
SPAIR_pytorch
pytorch implementation of Spatially Invariant Unsupervised Object Detection with VAE
gym-minigrid
Minimalistic gridworld environment for OpenAI Gym
MultiDigitMNIST
Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning
ansible-django-stack
Ansible Playbook for setting up a Django app with Nginx, Gunicorn, PostgreSQL, Celery, RabbitMQ, Supervisor, Virtualenv, and Memcached. A Vagrantfile for provisioning a VirtualBox virtual machine is included as well.
bulb
Benchmarking Unsupervised Learning with pyBullet
cheatsheets
Official Matplotlib cheat sheets
cocoapi
COCO API - Dataset @ http://cocodataset.org/
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
django-guardian
Per object permissions for Django
heroku-buildpack-python-geoip
Python buildpack
pcae
Point Cloud Gaussian Mixture Models and Shape Completion with Auto-encoder embeddings
pgoapi
Pokemon Go API lib
python
PubNub Python-based APIs for core Python, Twisted, and Tornado
ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
SLIP
Code release for SLIP Self-supervision meets Language-Image Pre-training
sngan.pytorch
An unofficial Pytorch implementation of SNGAN, achieving IS of 8.21 and FID of 14.21 on CIFAR-10.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
stable-baselines3
PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.
symbolworld
Reinforcement learning environment designed for symbol acquisition and generalization.
urban_dl
deel learning project on monitoring urban development. Data source: Sentinel 2A/B EO satellites
xView2_first_place
1st place solution for "xView2: Assess Building Damage" challenge.