mnoukhov

lecture-notes

LaTeX lecture notes CS/ML courses at University of Waterloo and Universite de Montreal

emergent-compete

Code for Emergent Communication under Competition (AAMAS 2021)

gradescope-autograder-template

A good template for creating homework assignments for gradescope autograder (in python)

elastic-reset

Code and Experiments for "Language Model Alignment with Elastic Reset" (NeurIPS 2023)

recipes

Recipes and tracking of bread experiments

ecn

Experiments on Emergent Communication Through Negotiation

trl

Train transformer language models with reinforcement learning.

diffusers

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

dotfiles

DST-as-Prompting

Source code for Dialogue State Tracking with a Language Modelusing Schema-Driven Prompting

EGG

EGG: Emergence of lanGuage in Games

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flores

Facebook Low Resource (FLoRes) MT Benchmark

gradescope-utils

Python package for interacting with Gradescope

haven-ai

To Run, Manage and Visualize Large Scale Experiments

hugo-tufte

Content centric Hugo blogging theme styled with Tufte-CSS

langauge_drift_lewis_game

LOLA_DiCE

Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)

mila-docs

Mila technical documentation

mila-template

Code template for running code on Mila cluster

mnoukhov.github.io

Personal website

multiback

Code for the WMT21 paper "Back-translation for Large-Scale Multilingual Machine Translation"

paperoni

Search for scientific papers on the command line

papers

personal notes for papers

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

random-google-photos

Send random Google Photos image to IFTTT

RL4LMs

A modular RL library to fine-tune language models to human preferences

spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

transformers

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

tufte-jekyll

Minimal Jekyll blog styled to resemble the look and layout of Edward Tufte's books