marek1n

marek1n

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marek1n's repositories

georgopoulos1986

Georgopoulos et al., Neuronal population coding of movement direction (1986)

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alpaca.cpp

Locally run an Instruction-Tuned Chat-Style LLM

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fracridge

Fractional ridge regression

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GLMsingle

A toolbox for accurate single-trial estimates in fMRI time-series data

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interpret

Fit interpretable models. Explain blackbox machine learning.

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kickstart.nvim

A launch point for your personal nvim configuration

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MACS

MACS – a new SPM toolbox for model assessment, comparison and selection

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micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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pymdp

A Python implementation of active inference for Markov Decision Processes

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pyslicetime

kendrick's slicetime ported to python

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python-mastery

Advanced Python Mastery (course by @dabeaz)

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rayshader

R Package for 2D and 3D mapping and data visualization

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ReinforcementLearningAnIntroduction.jl

Julia code for the book Reinforcement Learning An Introduction

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stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

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statistical-rethinking-2023

Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.

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swift-coreml-diffusers

Swift app demonstrating Core ML Stable Diffusion

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