tomekkorbak

gdc

Code accompanying our papers on the "Generative Distributional Control" framework

active-inference

A toy model of Friston's active inference in Tensorflow

kl-gpt3

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

lewis-signaling-games-in-python

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

lstm-for-aspect-based-sentiment-analysis

A BSc project in neural networks

measuring-non-trivial-compositionality

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

mtrnn

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

pretraining-with-human-feedback

Code accompanying the paper Pretraining Language Models with Human Preferences

quora-question-pairs

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

treehopper

A Tree-LSTM-based dependency tree sentiment labeler

tomekkorbak/pretraining-with-human-feedback

Code accompanying the paper Pretraining Language Models with Human Preferences

tomekkorbak/active-inference

A toy model of Friston's active inference in Tensorflow

tomekkorbak/treehopper

A Tree-LSTM-based dependency tree sentiment labeler

tomekkorbak/mtrnn

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

tomekkorbak/measuring-non-trivial-compositionality

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

tomekkorbak/quora-question-pairs

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

tomekkorbak/lewis-signaling-games-in-python

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

tomekkorbak/nkjp-tagger

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

tomekkorbak/camel

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

tomekkorbak/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

tomekkorbak/kl-gpt3

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

tomekkorbak/language-emergence-experiments

tomekkorbak/spinningup

An educational resource to help anyone learn deep reinforcement learning.

tomekkorbak/tomekkorbak.github.io

tomekkorbak/compositional-communication-via-template-transfer

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

tomekkorbak/allennlp

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

tomekkorbak/awesome-polish-nlp

Resources for doing NLP in Polish

tomekkorbak/awesome-RLHF

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

tomekkorbak/computational-genomics-experiments

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

tomekkorbak/EGG

EGG: Emergence of lanGuage in Games

tomekkorbak/entropy-of-programming-languages

Estimating information entropy rates across programming languagues

tomekkorbak/fsdl-text-recognizer-project

tomekkorbak/gensim

Topic Modelling for Humans

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

tomekkorbak/parallel-b-suitors

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

tomekkorbak/prednet

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

tomekkorbak/prodigy-recipes

✨ Recipes for the Prodigy annotation tool

tomekkorbak/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tomekkorbak/Sussex_PhDThesis

Template for a PhD thesis at the University of Sussex

tomekkorbak/vision

Datasets, Transforms and Models specific to Computer Vision