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commonsgame

An OpenAI gym multi-agent environment implementing the Commons Game proposed in "A multi-agent reinforcement learning model of common-pool resource appropriation"

coronacle

dynsysenv

An OpenAI gym environment designed for the control of dynamical systems

evofuzzy

A Python implementation of the Differential Evolution algorithm for the optimization of Fuzzy Inference Systems.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

japanet

Detection and classification of Kuzushiji characters for the Kuzushiji Recognition Kaggle challenge using CenterNet as detector and multiple classifiers

jtm

Contrastive Predictive Coding applied to raw audio music data.

mine

A Pytorch implementation of the Mutual Information Neural Estimator

pameli

Implementation of the PAMELI algorithm for computationally expensive multi-objective optimization

ppo-harvest

Proximal Policy Optimization algorithm applied to the Harvest Game, a multi-agent environment

ssd_llm

tensoranfis

A Tensorflow implementation of the Adaptive Neuro-Based Fuzzy Inference System (ANFIS)

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

unsupseg

Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation (INTERSPEECH 2020)