Lorenz Wolf's repositories
Autoregressive-Convolutional-RNN
Autoregressive Convolutional RNN for univariate and multivariate time series forecasting implemented with keras and tensorflow.
dqn-example
Example implementation of dqn for lunar lander, solving some incompatibilities
Awesome-Functional-ML
This repo contains a collection of papers on ML for functional data.
bandits
Bayesian Bandits
commonsense-rl
Knowledge-Aware RL agents with Commonsense Reasoning
Computational-Statistics-Project-1
First one day project for the computational statistics module.
denoising-diffusion-flax
Implementing the Denoising Diffusion Probabilistic Model in Flax
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
diffuser
Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"
epymarl
An extension of the PyMARL codebase that includes additional algorithms and environment support
federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
FunctionalDeepLearning
MSc Thesis on Deep Learning methodology for functional data
ivy
The Unified Machine Learning Framework
MachineLearning
Some small ML projects
Minigrid
Simple and easily configurable grid world environments for reinforcement learning
Personalized-News-Recommendation
Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset
Portfolio
Portfolio with applied ML/AI projects
rebayes
Recursive Bayesian Estimation (Sequential / Online Inference)
rebayes-mini
Minimalist version of probml/rebayes
sac
Soft Actor-Critic for unsupervised RL
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
Statistical-Modelling
Statistical Modelling projects - interpretable models such as general linear model and normal linear model
tiny-diffusion
A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.