ReactiveBayes / RxEnvironments.jl
Reactive environments for self-learning agents
☆20Updated last month
Related projects ⓘ
Alternatives and complementary repositories for RxEnvironments.jl
- DSL for probabilistic models specification and probabilistic programming.☆35Updated this week
- High-performance reactive message-passing based Bayesian inference engine☆107Updated this week
- A Julia Package for Active Inference☆11Updated this week
- ExponentialFamily.jl is a Julia package that extends the functionality of Distributions.jl by providing a collection of exponential famil…☆12Updated last week
- A minimal reinforcement learning environment interface with additional opt-in features.☆45Updated last year
- Julia library for deep reinforcement learning☆45Updated 7 months ago
- A Julia package for simulation, inference and learning of Hidden Markov Models.☆88Updated last month
- GPT-3 as a generative function in Gen.☆19Updated 3 months ago
- Concise and friendly interfaces for defining MDP and POMDP models for use with POMDPs.jl solvers☆29Updated 3 months ago
- Algorithms for optimization of Julia expressions☆44Updated 2 months ago
- Load nanoGPT-style transformers in Julia. Code ported from @karpathy's llama2.c☆59Updated last year
- Implementation of variational Bayes inference algorithms☆83Updated this week
- Ridiculously fast symbolic expressions☆105Updated this week
- A one-stop package for different reinforcement learning environments☆57Updated 3 years ago
- Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex…☆60Updated last month
- Building blocks for simple and advanced particle filtering in Gen.☆22Updated 7 months ago
- Simple particle filter implementation in Julia - works with POMDPs.jl models or others.☆46Updated this week
- A flexible neural net training library inspired by fast.ai☆120Updated 2 months ago
- A parallel iterator for large machine learning datasets that don't fit into memory inspired by PyTorch's `DataLoader` class.☆76Updated last year
- WIP successor to Soss.jl☆74Updated last year
- Causal, Higher-Order, Probabilistic Programming☆164Updated last year
- Common types and interfaces for probabilistic programming☆27Updated this week
- ☆134Updated this week
- A lightweight package for the transformer deep learning architecture in Julia☆30Updated 7 months ago
- Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo i…☆101Updated 2 years ago
- Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)☆81Updated 8 months ago
- Distributed computation of differentiation pipelines to use multiple workers, devices, GPU, etc. since Julia wasn't fast enough already☆66Updated last year
- Latent Differential Equations models in Julia.☆37Updated 2 years ago
- Data-parallelism on CUDA using Transducers.jl and for loops (FLoops.jl)☆56Updated last year
- An abstract interface for automatic differentiation.☆137Updated 4 months ago