josiahdavis

repgpt

Reproducing GPT2

aws-reference

Reference files useful for compute on AWS

document-understanding-solution

Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical, Amazon Kendra to automate the processing of documents for use cases such as enterprise search and discovery, control and compliance, and general business process workflow.

dotfiles

dot files mean to be cloned and linked during the launch of a new EC2

getting-started-batch

How to use AWS Batch Array Jobs with Python and S3 for input/output.

profiling-lm

Reference files for programming with PyTorch

project-skeleton

Simple project structure

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amazon-sagemaker-feature-store-streaming-aggregation

This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.

cref

Reference Guide for Learning C

docker-aws-cdk

🐳 Containerized AWS CDK on alpine to avoid having to install CLI on Dev or CI/CD machines.

josiahdavis

josiahdavis.github.io

Personal site built with jekyll

lambdamap

ml-notebooks

Machine Learning Notebooks

or-rl-benchmarks

The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'

PH252D

Repo for PH252D group project

py-ds-template

Cookiecutter template for a Python data science project

python-deequ

Python API for Deequ

python-project-skeleton

A simple project structure for Python

pyutil

Odds and ends

pyutil-1

Collections of code fragments

sagemaker-containers

WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolkit for model serving.

sagemaker-tensorflow-serving-container

A TensorFlow Serving solution for use in SageMaker.

scikit-learn

scikit-learn: machine learning in Python

tabular

Example of how to get started modelling tabular data in pytorch

testing

template testing

torchserve-eks

How to deploy TorchServe on an Amazon EKS cluster for inference.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

TSP_Transformer

Code for TSP Transformer