maksymdel Goto Github PK

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

einops-exts

Implementation of some personal helper functions for Einops, my most favorite tensor manipulation library ❤️

esxnli

A bilingual NLI dataset annotated in Spanish and human translated into English

firefox-translations-training

Training pipelines for Firefox Translations neural machine translation models

google-research

Google Research

gumbel_softmax_text

huggingface-deep-rl-solutions

My solutions for the Huggingface's Deep Reinforcement Learning Course

infodesc

This repo contains course projects related announcements and deadlines. I suggest you to subscribe for notifications here (click "Watch" button next to "Star" button).

jericho

A learning environment for man-made Interactive Fiction games.

jiant

jiant is an NLP toolkit

junghans.github.io

Website

kama

Results, reports and models of the project "Kama: usable Estonian machine translation (kasutatav eesti masintõlge)"

langchain

⚡ Building applications with LLMs through composability ⚡

longformer

Longformer: The Long-Document Transformer

lucid

A collection of infrastructure and tools for research in neural network interpretability.

mad-game

Simple top down RPG

maksym.github.io

materials

Machine Translation Shared Task & Labs Materials

mathematics_dataset

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

minimal

A Theme for GitHub Pages

multilingual-transformer

Regularized Neural Interlingua

netrep

Some methods for comparing network representations in deep learning and neuroscience.

neurox

ngrams2seq-ae

[WIP] Model that turns bag of ngrams into the actual sentence

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

opennmt-tf

Neural machine translation and sequence learning using TensorFlow

openprompt

An Open-Source Framework for Prompt-Learning.

phdati_template

University of Tartu PhD thesis template used by the Institute of Computer Science.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyspi

Comparative analysis of pairwise interactions in multivariate time series.