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6.5051_final_project

Bootstrapping a DSL from Task Instances

acquacchi

Simple Engine for Chess by Sam

arc-solution

Code for 1st place solution to Kaggle's Abstraction and Reasoning Challenge

arc-stamp

arc-turks

Website for gathering data for ARC task from Amazon Turks.

big-sleep

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

clip-art

various CLIP-related art projects

compexp

Compositional Explanations of Neurons, NeurIPS 2020 https://arxiv.org/abs/2006.14032

constrained-llms

dare

An experiment

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dreamcoder

copy of dreamcoder w/ slight changes for experimentation

gabor-constrained-nns

The final project for 9.60 Spring 2023.

grokking-grokking

a collection of experiments w/ grokking phenomenon

grokking-logic

Trying to merge / make sense of results "Grokking of Hierarchical Structure in Vanilla Transformers" and "On the Paradox of Learning to Reason from Data"

grokking-replication

unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"

grokking-squared

Code from "Towards Understanding Grokking: An Effective Theory of Representation Learning"

hyperbolic-vqvae

Implements + tests VQ-VAEs with a hyperbolic latent space.

image_detection

Helpful files for image detection tasks

instagramlike

Attempting to clone instagram functionality to practice working with servers/creating social media functionality.

larc

Language-annotated Abstraction and Reasoning Corpus

larc-baselines

liars-dice

liars-dice-2

Liar's Dice AI in PyTorch w/ multiple players + search + policy network

make24-v0

An OpenAI Gym Environment for the game Make24

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

mit-6.009-fall20-labs

pytti

Python text to image

samacqua

Config files for my GitHub profile.

samacqua.github.io