Shypd.aiThe largest open index of AI toolsDistribution-is-all-you-need is an open-source research and education tool that provides a tutorial on basic probability distributions for deep learning researchers. It uses Python libraries to explain common distributions and their relationships.
Trending
About
Distribution-is-all-you-need is an open-source GitHub repository offering a comprehensive tutorial on fundamental probability distributions crucial for deep learning researchers. The resource leverages Python libraries to illustrate various distributions, including Uniform, Bernoulli, Binomial, Categorical, Multinomial, Beta, Dirichlet, Gamma, Exponential, Gaussian, Normal, Chi-squared, and Student-t. It delves into concepts like conjugate distributions and their relevance in Bayesian probability theory, explaining how prior and posterior distributions relate. The tutorial provides code examples for each distribution, making it a practical guide for understanding the mathematical underpinnings of deep learning models.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
