tomekkorbak/cifar10-experiments

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tomekkorbak/cifar10-experiments

tomekkorbak

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

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

Jupyter Notebook

treehopper

A Tree-LSTM-based dependency tree sentiment labeler

mtrnn

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

Jupyter Notebook

measuring-non-trivial-compositionality

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

lstm-for-aspect-based-sentiment-analysis

A BSc project in neural networks

quora-question-pairs

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

Jupyter Notebook

nkjp-tagger

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

Jupyter Notebook

lewis-signaling-games-in-python

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

Jupyter Notebook

kl-gpt3

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

language-emergence-experiments

Jupyter Notebook

tomekkorbak.github.io