MagnusKoudahl

MagnusKoudahl's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python57.5k4581325.9k

• google-research/google-research

  Google Research

  Language:Jupyter Notebook34.6k7571.3k8k

• bgavran/Category_Theory_Machine_Learning

  List of papers studying machine learning through the lens of category theory

  Language:Python1.3k71078

• danijar/dreamerv2

  Mastering Atari with Discrete World Models

  Language:Python9082754196

• FlamingTempura/bibtex-tidy

  Cleaner and Formatter for BibTeX files

  Language:TeX88789567

• danijar/crafter

  Benchmarking the Spectrum of Agent Capabilities

  Language:Python39792467

• ReactiveBayes/RxInfer.jl

  Julia package for automated Bayesian inference on a factor graph with reactive message passing

  Language:Jupyter Notebook2851813625

• BerenMillidge/FEP_Active_Inference_Papers

  A repository for major/influential FEP and active inference papers.

  Language:TeX18123123

• caleb-allen/VimBindings.jl

  Vim emulation in the Julia REPL

  Language:Julia1156713

• ReactiveBayes/ReactiveMP.jl

  High-performance reactive message-passing based Bayesian inference engine

  Language:Julia1091313914

• Seleucia/lstmkf_ICCV2017

  Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization

  Language:Python986324

• Bugswriter/myyt

  Script I wrote to search youtube with command line easily.

  Language:Shell868317

• HildoBijl/GPRT

  Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.

  Language:Matlab713120

• ASzc/tungsten

  A WolframAlpha CLI

  Language:Shell70543

• Tchanders/InformationMeasures.jl

  Entropy, mutual information and higher order measures from information theory, with various estimators and discretisation methods.

  Language:Julia677814

• infer-actively/pypc

  Predictive coding in Python

  Language:Python645111

• liukidar/pcx

  Predictive Coding JAX-based library

  Language:Python39695

• lawrennd/jaynes

  Classic papers from Edwin T. Jaynes converted to latex.

  Language:TeX32313

• diffprog/diffprog.github.io

  Website for the book "The Elements of Differentiable Programming".

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• ReactiveBayes/ExponentialFamily.jl

  ExponentialFamily.jl is a Julia package that extends the functionality of Distributions.jl by providing a collection of exponential family distributions and customized implementations.

  Language:Julia137442

• j-wilson/GPflowPILCO

  A modern implementation of PILCO based on GPflow.

  Language:Python11126

• dimarkov/bmr4pml

  Bayesian model reduction for probabilistic machine learning

  Language:Jupyter Notebook10300

• ReactiveBayes/ExponentialFamilyProjection.jl

  A library to project an arbitrary function to an exponential family member distribution with the manifold optimization

  Language:Julia9580

• mroavi/vim-tomux

  A minimalistic plugin for sending text with tmux.

  Language:Vim Script7100

• biaslab/ai_workshop_2020

  Code to run potential based agents and generate figures for the submission to the 2020 Workshop on Active Inference

  Language:Julia6500

• plai-group/bayes-pcn

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• ReactiveBayes/ExponentialFamilyManifolds.jl

  Manifolds for the natural parameters of members of the exponential family of distributions

  Language:Julia5530

• ArtLabBocconi/DeepMP.jl

  Learning deep neural networks using Belief Propagation

  Language:Julia33101

• wmkouw/narx-efe

  An active inference agent based on expected free energy minimization with a nonlinear autoregressive exogenous model.

  Language:Jupyter Notebook210

• v2c08/Active-Inference-Experiments

  Some active inference experiments (bipedal walking, pendulum, blackjack, pong) from early in my PhD.

  Language:Matlab1200