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microhaskell
microhaskell PublicSmall autodiff lib and a simple working feedforward neural net in Haskell on top of it, from scratch, zero-deps.
Haskell 11
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Double-Descent-Deep-Nets
Double-Descent-Deep-Nets PublicDouble descent experiments/repros on classical ML models and deep neural nets
Jupyter Notebook 1
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Non-Local-Image-Dehazing
Non-Local-Image-Dehazing PublicNon-Local Image Dehazing using haze-lines
Python
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sophia-jax
sophia-jax PublicJAX implementation of 'Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training'
Python
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GPT-Haskell
GPT-Haskell PublicA pure Haskell implementation of a decoder-only transformer (GPT)
Haskell 4
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Baby-Diffusion-Model
Baby-Diffusion-Model PublicDenoising Diffusion Probabilistic Models (toy version)
Jupyter Notebook
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