Pinned Repositories
adaptive-importance-sampling-BN
Experimental code: adaptive importance sampling for bayesian networks.
iLaplace
kaggle-rps-fun
KernelHerding
Kernel Herding for probability density estimation
kgourgou
Linear-Perceptron
An IPython notebook with an implementation of the linear perceptron algorithm.
machine-learning-zettelkasten
Insert backlinks to markdown documents by using sklearn and cosine similarity.
parallel-kmc-gpu
Experimental implementation of parallel Kinetic Monte Carlo on NVidia cards via CUDA-C.
raggler
Simple, local-first, retrieval-augmented generation without tears (or API keys). Powered by MLX and AlphaMonarch.
setfit-integrated-gradients
Hacking SetFit so that it works with integrated gradients.
kgourgou's Repositories
kgourgou/machine-learning-zettelkasten
Insert backlinks to markdown documents by using sklearn and cosine similarity.
kgourgou/kgourgou
kgourgou/setfit-integrated-gradients
Hacking SetFit so that it works with integrated gradients.
kgourgou/cookiecutter-python-project
kgourgou/mlx-examples
Examples in the MLX framework
kgourgou/mygithubpage
My website, served with jekyll.
kgourgou/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
kgourgou/raggler
Simple, local-first, retrieval-augmented generation without tears (or API keys). Powered by MLX and AlphaMonarch.
kgourgou/alignment-handbook
Robust recipes to align language models with human and AI preferences
kgourgou/chess_llm_interpretability
Evaluating an LLM trained on chess PGN strings using techniques from the Othello World Models paper.
kgourgou/diff_history
[arXiv preprint 2024] Official code release accompanying the paper "diff History for Neural Language Agents" (Piterbarg, Pinto, Fergus)
kgourgou/diffuse-distributions
Forcing Diffuse Distributions out of Language Models
kgourgou/folio-jekyll
kgourgou/guidance
A guidance language for controlling large language models.
kgourgou/hades
Fast singularity detection with kernel
kgourgou/LESS
Preprint: Less: Selecting Influential Data for Targeted Instruction Tuning
kgourgou/llama2.c
Inference Llama 2 in one file of pure C
kgourgou/LLM-LieDetector
Code for the paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"
kgourgou/LookaheadDecoding
kgourgou/mamba.py
An efficient Mamba implementation in PyTorch and MLX.
kgourgou/mistral-src
kgourgou/mlx
MLX: An array framework for Apple silicon
kgourgou/pdf-renamer-server
A python tool to automatically rename the pdf files of scientific publications by looking up the publication metadata on the web.
kgourgou/posteriors
Uncertainty quantification with PyTorch
kgourgou/starting-kit
Starting kit for the NeurIPS 2023 unlearning challenge
kgourgou/streamlit-chess
Bi-directional component to play chess in streamlit apps
kgourgou/struct_gen_utils
kgourgou/time_interpret
Unified Model Interpretability Library for Time Series
kgourgou/topical
kgourgou/yet-another-applied-llm-benchmark
A benchmark to evaluate language models on questions I've previously asked them to solve.