Probabilistic Distributions that you frequently come across
Stochastic Modeling To modeling data distributions, there are some useful Probabilistic Distributions are used. To summarize these distributions, I write…
kevin-tofu
kevin-tofu Survey of Survey: Deep Learning for Cross-Domain Few-Shot VisualRecognition: A Survey
I found a paper that explains “Cross-Domain Few-Shot Learning” well. https://arxiv.org/abs/2303.08557 What is Cross-Domain Few-Shot? The Cross-Domain Few-Shot(CDFS) is one…
Review: MLE/MAP/Bayes Estimation
The difference Maximum Likelihood Estimation(MLE) Maximum A Posteriori Estimation(MAP) It is using bayes rule, however, since you are only considering…
Unitary Operator in QCNN, Qiskit
Conv Layer in Qiskit As we can see in Qiskit page(https://qiskit-community.github.io/qiskit-machine-learning/tutorials/11_quantum_convolutional_neural_networks.html), below Unitary transform is used as convolution layer in…
Rxx Gate in Quantum Computing
What is it? The gate is a quantum gate used in quantum computing to implement a common rotation around the…
Reset and ReCreate a table in Peewee
import peewee import datetime db = PostgresqlDatabase( 'database_name', user='user_name', password='password', host='localhost', port=5432 ) class PeeweeModel(peewee.Model): class Meta: database = db…
Review of Evidence Lower Bound
About Evidence Lower Bound (ELBO) is a fundamental concept in variational inference, a technique used for approximating complex probability distributions…
How to renew an expired SSL certificate in MicroK8s
Annoying message when to execute kubectl… Unable to connect to the server: tls: failed to verify certificate: x509: certificate has…
Note: Angular Momentum Operators
Note from Chat GPT Discussions on angular momentum in quantum mechanics are crucial and deeply intertwined with many fundamental concepts.…
Helping to Understand the Schrödinger Equation
Knowing several key elements can make the concept easier to understand. Principle of Superposition The principle of superposition states that…