Dane's repositories
summarizing-from-human-feedback
Implementation of OpenAI's "Learning to Summarize with Human Feedback"
carbon-footprint-plugin
A Grafana panel to monitor the carbon footprint of AWS, GCP and Azure instances. Maintains a list of data centres and their energy sources, and computes CO2e emissions by sampling energy consumption of CPU, GPU and DRAM.
carbon-emissions-exporter
Calculate physical quantities and metrics for CPU, GPU and DRAM. Expose them via HTTP for Prometheus consumption.
clementine
A concurrent web crawler in under 100 lines of code
automated-booking
Automatically book your gym classes.
fermi-poker
Learn how to quantify your uncertainty by playing Fermi poker!
bitblaster-16
BitBlaster-16 is a 16-bit computer built from scratch using only NAND gates and data flip-flops as primitives! :)
expectation-maximisation-gmm
Implementation of EM algorithm for the Gaussian mixture model.
feature-visualisation-algorithms
JAX implementations of popular feature visualisation algorithms
gpt-3-twitter-bot
A Twitter bot that generates two wholesome tweets a day using GPT-3. Lets see how popular it gets!
prometheus-ml-demo
Using Prometheus to monitor a machine learning system
self-taught-critiquer
Reducing the time to create critique-writing models by 100-1000x on n-digit arithmetic problems by getting the model to learn from its own generated outputs.
tiny-search-engine
A simple search engine using TF-IDF to rank posts. Works for multiple languages.
mini-git
A small Git-like version control system implementing the core parts of Git for educational purposes.
articulate-rules
Can large language models explain their own classification behavior?
auto-code-rover
A project structure aware autonomous software engineer aiming for autonomous program improvement
Chart.js
Simple HTML5 Charts using the <canvas> tag
evals
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
heroku-redirect
Super simple Node app that redirects all requests for an old Heroku app to a new URL
is-the-summary-enough
Is the summary of [some non-fiction book] enough to get most/all of the value?
juice-shop
OWASP Juice Shop: Probably the most modern and sophisticated insecure web application
minimal
Minimal is a Jekyll theme for GitHub Pages
mlflow-demo
Demo MLflow project.
prophet
Financial planning made easy
tdd-skeleton
Skeleton for TDD exercise