JGalego
/ integer_tokenization_is_insane.ipynb
Last active
September 17, 2024 14:13
Replicating Beren Millidge's Integer Tokenization is Insane 🤯
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JGalego
/ contrastive_learning.py
Last active
September 24, 2024 02:21
Train an image embedding model from scratch using contrastive learning
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| # pylint: disable=import-error,invalid-name | |
| """ | |
| Train image embeddings model from scratch using contrastive learning. | |
| Adapted from Hadsell, Chopra & LeCun (2005) | |
| https://yann.lecun.com/exdb/publis/pdf/hadsell-chopra-lecun-06.pdf | |
| and Underfitted's 'Training a model to generate image embeddings' | |
| https://underfitted.svpino.com/p/training-a-model-to-generate-image | |
| """ |
JGalego
/ alphafold_explorer.py
Last active
October 9, 2024 22:05
AlphaFold Protein Structure Database Explorer 🧬🔍
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| # pylint: disable=line-too-long | |
| """ | |
| A simple Streamlit app for exploring the AlphaFold Protein Structure Database 🧬🔍 | |
| Want to learn more? Check out the 'AlphaFold: A Practical Guide' online tutorial | |
| https://www.ebi.ac.uk/training/online/courses/alphafold/ | |
| """ | |
| from urllib.request import urlretrieve |
JGalego
/ gpt_dev.ipynb
Last active
October 11, 2024 14:21
Companion notebook for Andrej Karpathy's ' Let's build GPT: from scratch, in code, spelled out'
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JGalego
/ language_gap_explorer.py
Created
October 11, 2024 16:54
Dash app to explore the languagegap 💬🧭
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| # pylint: disable=redefined-outer-name | |
| r""" | |
| Explore the language gap with Amazon Bedrock 💬🧭⛰️ | |
| _ . , . . | |
| * / \_ * / \_ _ * * /\'__ * | |
| / \ / \, (( . _/ / \ *'. | |
| . /\/\ /\/ :' __ \_ ` _^/ ^/ `--. | |
| / \/ \ _/ \-'\ * /.' ^_ \_ .'\ * | |
| /\ .- `. \/ \ /==~=-=~=-=-;. _/ \ -. `_/ \ | |
| / `-.__ ^ / .-'.--\ =-=~_=-=~=^/ _ `--./ .-' `- |
JGalego
/ eça.txt
Created
October 18, 2024 17:31
Dataset containing all works from the portuguese writer Eça de Queirós 🪶 http://figaro.fis.uc.pt/queiros/lista_obras.html
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| CENAS PORTUGUESAS | |
| I | |
| A Capital! | |
| (começos de uma carreira) | |
| Eça de Queirós |
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| # pylint: disable=invalid-name,line-too-long | |
| r""" | |
| ______ _____ _____ _______ _____ _ _ | |
| | ____| __ \ /\ / ____|__ __| __ \ /\ | \ | | | |
| | |__ | |__) | / \ | | | | | |__) | / \ | \| | | |
| | __| | _ / / /\ \| | | | | _ / / /\ \ | . ` | | |
| | | | | \ \ / ____ \ |____ | | | | \ \ / ____ \| |\ | | |
| |_| |_| \_\/_/ \_\_____| |_| |_| \_\/_/ \_\_| \_| | |
| FRACTRAN is a Turing-complete programming language invented by the mathematican John Conway. |
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| # Adapted from Yusuke Endoh's (AKA mame) talk at RubyConf ♦️ | |
| # 'Esoteric, Obfuscated, Artistic Programming in Ruby' | |
| # https://www.youtube.com/watch?v=6K7EmeptEHo | |
| # Numbers with symbols | |
| puts "@"=~/$/ # => 1 | |
| puts "@@"=~/$/ # => 2 | |
| # Letters with numbers | |
| puts "" << 72 << 101 << 108 \ |
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| """ | |
| Playing around with p-adic numbers and modular arithmetic. | |
| Inspired by the '1 Billion is Tiny in an Alternate Universe' video | |
| https://www.youtube.com/watch?v=j5s0h42GfvM | |
| """ | |
| import matplotlib.pyplot as plt | |
| # How high a power do we want to go |
JGalego
/ hopfield.py
Last active
September 15, 2025 14:47
Implementation of a traditional Hopfield network in Python 🧠
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| # pylint: disable=invalid-name,non-ascii-name,line-too-long | |
| # /// script | |
| # requires-python = ">=3.12" | |
| # dependencies = [ | |
| # "numpy", | |
| # "matplotlib", | |
| # "Pillow", | |
| # ] | |
| # /// |