tomekkorbak

pretraining-with-human-feedback

Code accompanying the paper Pretraining Language Models with Human Preferences

active-inference

A toy model of Friston's active inference in Tensorflow

treehopper

A Tree-LSTM-based dependency tree sentiment labeler

mtrnn

A toy implementation of MTRNNs (multiple timescale recurrent neural networks) for sine prediction

measuring-non-trivial-compositionality

Code accompanying the paper Measuring non-trivial compositionality in emergent communication

quora-question-pairs

This repo contains models by the team of @360er0 and @tomekkorbak as they participated in Quora question pairs Kaggle contest.

nkjp-tagger

A tensorflow window-based POS tagger for National Corpus of Polish

camel

CAMEL: Communicative Agents for “Mind” Exploration of Large Scale Language Model Society

cifar10-experiments

I explore CIFAR-10 dataset, estabilish a kNN benchmark, extract features using a pre-trained ConvNet and then fit and evaluate an SVM classifier

kl-gpt3

A modular library for evaluating KL between a Huggingface Transformers models and GPT3

language-emergence-experiments

lewis-signaling-games-in-python

Code accompanying the blog post "Introduction to Lewis signaling games with Python"

spinningup

An educational resource to help anyone learn deep reinforcement learning.

tomekkorbak.github.io

compositional-communication-via-template-transfer

Code acompanying the paper Developmentally motivated emergence of compositional communication via template transfer

allennlp

An open-source NLP research library, built on PyTorch.

awesome-polish-nlp

Resources for doing NLP in Polish

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

computational-genomics-experiments

A couple of assignments I did for a course in computational (molecular) biology @ University of Warsaw

EGG

EGG: Emergence of lanGuage in Games

entropy-of-programming-languages

Estimating information entropy rates across programming languagues

fsdl-text-recognizer-project

gensim

Topic Modelling for Humans

Interaction-history-as-a-source-of-compositionality

parallel-b-suitors

A parallel C++ implementation of b-suitors algorithm for solving the b-matching problem

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

prodigy-recipes

✨ Recipes for the Prodigy annotation tool

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Sussex_PhDThesis

Template for a PhD thesis at the University of Sussex

vision

Datasets, Transforms and Models specific to Computer Vision