marek1n's repositories
georgopoulos1986
Georgopoulos et al., Neuronal population coding of movement direction (1986)
alpaca.cpp
Locally run an Instruction-Tuned Chat-Style LLM
ehrshot-benchmark
A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)
GLMsingle
A toolbox for accurate single-trial estimates in fMRI time-series data
interpret
Fit interpretable models. Explain blackbox machine learning.
MACS
MACS – a new SPM toolbox for model assessment, comparison and selection
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
PredictiveCodingBackprop
Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
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 ;)
pymdp
A Python implementation of active inference for Markov Decision Processes
python-mastery
Advanced Python Mastery (course by @dabeaz)
ReinforcementLearningAnIntroduction.jl
Julia code for the book Reinforcement Learning An Introduction
simple-color-picker
A simple color picker based on native javascript
stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
swift-coreml-diffusers
Swift app demonstrating Core ML Stable Diffusion