charleneleong-ai

stemaway-team8-mljune2020

Building a forum classifier for Discourse forum posts with BERT

awscli-sso-config-creator

Scans your available SSO accounts and creates SSO config file

discourse-bert-sls

ai-powered-speech-analytics-for-amazon-connect

The AI Powered Speech Analytics for Amazon Connect solution provides the combination of speech to text transcription, translation into preferred languages, and insights for agents and supervisors all in real-time

amazon-sagemaker-large-hpo-polling-examples

awesome-human-pose-estimation

Human Pose Estimation Related Publication

aws-5g-network-performance-analytics

Code to support the AWS Big Data Blog post Build a cloud-native network performance analytics solution on AWS for wireless service providers.

aws-ops-swiss-knife-suite

cloudmapper

CloudMapper helps you analyze your Amazon Web Services (AWS) environments.

codepipeline-ecr-build-sf-execution

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Docker_Tutorial

Code and helper scripts for article on Medium "How Docker Can Help You Become A More Effective Data Scientist"

DocumentEmbedding

elastic_transformers

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

fastbert-sagemaker

flask-rq-task-queue

Sample app for queuing tasks in Flask using Redis and RQ worker

github-scraper

🕷 🕸 crawl GitHub web pages for insights we can't GET from the API ... :bulb:

lab-starter

lazynlp

Library to scrape and clean web pages to create massive datasets.

MICCAI2020mil

MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"

ml-system-design-pattern

System design patterns for machine learning

pytorch-GANs

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

pytorch-learn-reinforcement-learning

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

react-wavelength-inference-demo

sam-sf-sagemaker-workflow

saml-app-config-cfn

Configure SAML 2.0 Federated Access for AWS accounts

semantic-embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

stylegan2-clip-approach

Navigating StyleGAN2 w latent space using CLIP

vscode

vse_infty

Code for "Learning the Best Pooling Strategy for Visual Semantic Embedding", CVPR 2021