bmazoure Goto Github PK

assaycorrector

The AssayCorrector eliminates spatial bias in HTS assays using PMP methods.

batch_stationary_distribution

Implementation of "Batch stationary distribution estimation" via variational power method

bmazoure.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ckmedoidstreeclustering

A new fast method for building multiple consensus trees using k-medoids

code_snippets

ctrl_public

Code for "Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL"

dreamerv2_jax

Dreamerv2's re-implementation (and slight architectural improvement) in Jax + Flax

driml

Code for Deep Reinforcement and InfoMax Learning (Neurips 2020)

dunescan_public

garage

A toolkit for reproducible reinforcement learning research.

gsf_public

Preliminary code for Representation learning with Generalized Similarity Functions

ibac-sni

Code for custom research project

idaac

jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

ml-model-flask-deployment

Demo project to show how Machine Learn Models are deployed on production using Flask API

ms_pacman_gym

Partially observable PacMan game in OpenAI Gym format

pixel_world

ppo_jax

Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.

procgen

Procgen Benchmark: Procedurally Generated Game-Like Gym Environments

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

pyro

Deep universal probabilistic programming with Python and PyTorch

reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

semi-supervised-pytorch

Implementation of (VAE-based) semi-supervised models in PyTorch

shpi

Code for "Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning" at ECML-PKDD 2022

sparsemujoco

Sparse environment for MuJoCo suite (v2 and v3)

spr

Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"

whitespace

Whitespace compiler in R