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bayesian_inference

In this project, we will use bayesian inference to estimate the matter density parameter, the dark energy density parameter and the Hubble constant using Supernova luminosity data.

best-readme-template

An awesome README template to jumpstart your projects!

code_review_ds4s

Toy repository for learning the open source workflow

documentation_example

domainbed

DomainBed is a suite to test domain generalization algorithms

ds4s

game-of-noise

Trained model weights, training and evaluation code from the paper "Increasing the robustness of DNNs against image corruptions by playing the Game of Noise"

handgesturerecognition

ib-irm

icebeem

Code for ICE-BeeM paper - NeurIPS 2020

invarianceunittests

Toy datasets to evaluate algorithms for domain generalization and invariance learning.

machine_learning_with_tensorflow2

This repository will contain simple implementation of important machine learning algorithms using Tensorflow 2.

made-with-ml

Learn how to design, develop, deploy and iterate on production-grade ML applications.

meta-rl

This repository implements the meta-reinforcement learning algorithm for a variety of cognitive tasks using two separate network architecture.

monitoring-ml

Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.

ood

Repository for theory and methods for Out-of-Distribution (OoD) generalization

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl_models_with_choice_selective_sequences

stable-diffusion-tensorflow

Stable Diffusion in TensorFlow / Keras

textgrad

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

vonenet

Repository for VOneNet models