Robert Dargavel Smith

audio-diffusion. Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

Deej-AI. Create automatic playlists by using Deep Learning to *listen* to the music.

lambda-scraper. Use AWS Lambda functions as a proxy pool to scrape web pages.

pdf2remarkable. Upload PDFs to the reMarkable Cloud, which is particularly useful on Linux as the official desktop application is not available.

python-envy. Automatically activate Python virtual environments as you navigate the source code.

llama-squad. Train Llama 2 & 3 on the SQuAD v2 task as an example of how to specialize a generalized (foundation) model.

kivy-tensorflow-helloworld. Run inference with Tensorflow Lite on iOS, Android, MacOS, Windows and Linux using Python.

deej-ai.online-app. ReactJS website to automatically generate playlists based on how the music sounds.

openai-proxy. OpenAI API proxy for fine-grained cost tracking & control and caching of responses

lambda-selenium. Use AWS Lambda functions as a proxy pool to scrape web pages with Selenium.

latency. Uses Terraform to explore latency / cost tradeoffs with minimalist examples using various AWS architectures including EC2, Lambda functions, S3, DynamoDB and Fargate.

nbextension-gotoerror. Clicking on filenames in the stack trace opens up the relevant source file.

jupyter-stack-trace. A JupyterLab extension to jump to the line in the file of the stack trace, search Google for the error in Stack Overflow, or ask Bing Chat for help.

aventuras-con-textos. Notebooks for classes in Spanish and English on cutting edge end-to-end NLP (Natural Language Processing).

kivy-ios. Toolchain for compiling Python / Kivy / other libraries for iOS

deej-ai.online. Website that allows you to create Spotify (and Bandcamp) playlists by using Deep Learning to *listen* to the music. (Now superceded by https://github.com/teticio/deej-ai.online-app.)

teticio.github.io. My GitHub webpage

terraform-ec2. Terraform code to quickly spin up / tear down an EC2 instance in AWS. A persistent EBS volume is also created and mounted at /home.

WordPro. Text editor for the BBC Micro written in 6502 assembler (when I was 13!)

inBERTolate. Hit your word count by using BERT to pad out your essays!

sam-deejai. An example of using the AWS SAM CLI to create a "serverless" API with a Lambda Function to recommend a similar sounding Spotify song based on a WAV

Discogs. Jupyter Notebook

leaderboard. Create a bar chart race in realtime from a Kaggle leaderboard

tute. Tute card game

transformers. 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

ec2-slackbot. Slack app to spin up / down EC2 instances and optionally mount SageMaker Studio EFS and EBS volumes.

teticio.

code-llama-for-vscode. Use Code Llama with Visual Studio Code and the Continue extension. A local LLM alternative to GitHub Copilot.

sagemaker-python-sdk. A library for training and deploying machine learning models on Amazon SageMaker

chat. Web app to allow me to chat with my teenage sons and interrupt their online gaming sessions when it is time to come down for dinner

terraform-binderhub. Deploy Binderhub on EC2 with Terraform

MeLaSudoku. Sudoku generator and solver I wrote in C++ in 2005, after getting hooked on them.

jupyter_contrib_nbextensions. A collection of various notebook extensions for Jupyter

symbol-navigation-tools. A VS Code extension that contributes language model tools Copilot can call in agent mode to navigate and understand code structure.

foobar. https://foobar.withgoogle.com/

local-lambda. Reproduce as closely as possible the conditions of running inside an AWS Lambda function container to facilitate testing and debugging.

google-translate-pdf. Demo to run Google Translate on a PDF file using Selenium and AWS Lambda.

nordvpn. Bash script to run a command in a NordVPN without affecting other applications using the network.

openai-assistant-wrapper. Wraps the OpenAI Assistant API with the standard OpenAI `/chat/completions` API for both streaming and non-streaming responses. This can be useful for deploying your Assistants in any application which conforms to the OpenAI API standard.

jupyterlab-contrib.github.io. Management and website of JupyterLab Unofficial Extensions and Tools

trl. Train transformer language models with reinforcement learning.

diffusers. 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

terraform-aws-openvpn-ephemeral. A module designed for launching an ephemeral, short-lived openvpn instance. [I just added up and down scripts and made a few small adjustments.]