Yap Wei Yih's repositories
amazon-sagemaker-entrypoint-utilities
Sample utilities to shorten or simplify Amazon SageMaker's training entrypoint: logging handlers, silenced tqdm, hyperparameter parsings, etc.
amazon-sagemaker-gluonts-entrypoint
Sample GluonTS entrypoint scripts for Amazon SageMaker.
rl-testbed-for-energyplus
Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus
sagemaker-custom-training-containers
Implementations of Amazon SageMaker-compatible custom containers for training.
amazon-textract-serverless-large-scale-document-processing
Process documents at scale using Amazon Textract
aws-cloudformation-templates
A collection of useful CloudFormation templates
djl-serving
A universal scalable machine learning model deployment solution
ForecastPOC
A collection of notebooks and resources to operate an Amazon Forecast POC in a box.
iSpindel
electronic Hydrometer
jupyter_environment_kernels
An Jupyter plugin to enable the automatic detection of conda and virtualenv environments as kernels.
linuxcfg
My Linux configurations
mlmax
Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.
nn
š§ Minimal implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.
Open_Data_QnA
The Open Data QnA python library enables you to chat with your databases by leveraging LLM Agents on Google Cloud. Open Data QnA enables a conversational approach to interacting with your data.
PersonalizePOC
POC In a box guide material for Amazon Personalize
python-project-skeleton
A simple project structure for Python
pytorch-widedeep
A flexible package to combine tabular data with text and images using Wide and Deep models in Pytorch
pyutil
Collections of code fragments
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
reStructuredText-Documentation-Reference
Tutorial and reference for reStructuredText documentation.
smallmatter-package
Sample wrappers to streamline data-science tasks using Python toolkits (such as pandas, matplotlib, etc.) on AWS.