Aman's repositories
Magic_Words
Code for the paper "What's the Magic Word? A Control Theory of LLM Prompting"
EngSci_Abridged
Abridged 'textbooks' for future reference from the University of Toronto's Engineering Science program (Machine Intelligence option).
Mind_over_Music
Code for the paper 'A Novel Approach to EEG Neurofeedback via Reinforcement Learning' (Presented at IEEE Sensors 2020).
control.languagegame.io
ranked llm control game, see https://arxiv.org/abs/2310.04444
LIF_population_statistics
Leaky integrate-and-fire neuron model population-level investigations.
minference
minimal llm inference servers for researchers
Statistical_Mechanics_Distancing
Simulations and calculations relating to a statistical mechanical analysis of disease spread in the context of social distancing in the COVID-19 viral pandemic.
Auto_Design
Automated system for performing various relational schema design operations. Implemented in Julia.
keras
Deep Learning for humans
math.language.ltd
Testbed for a "cruise control for language models" system, aimed at improving the capabilities of a mathematics assistant language model
Neural-Record-Player
What if you could "listen" to neural network loss functions? Let's find out!
on_the_necessity_of_internal_models
visualizing different pursuit strategies https://www.nature.com/articles/nature14045
persistence
simplest possible self-organized persistent memory/context for an llm
Poker_Engine
Poker hand valuation system
Prescient_nanoGPT
Fork of nanoGPT, this time with an attempt at actor-critic surrogate loss optimization.
Prompt_Compression
Compressing text with LLMs.
Simultaneous_ACT
Simultaneous optimization for the adaptive chirplet transform component vectors.
SynRL_Cover
Generating art based on the original SynRL project for the cover of the journal AppliedMath
Teaching_LLMs
Quick demo scripts to get started doing LLM research :)
Transformer_Phase_Space
Playing with dynamical attention and transformer blocks
transformers
Fixing a small bug 🤗
Wordle_Solver
Just for fun