1)从我2019年第一次在西湖大学讲授强化学习的课程,到现在已经是第四次了。在这个过程中,得到了大量...
Graph theoryDifferential geometryBinding affinityPose predictionDockingDeep learningGenerative adversarial networkWe present the performances of our mathematical deep learning (MathDL) models for D3R Grand Challenge 4 (GC4). This challenge involves pose prediction, affinity ranking, and free energy ...
Riehl, Emily.Category Theory in Context. Courier Dover Publications, 2017. Print. 推荐语:范畴论教科书,比较适合初学者。 Radford, Alec, et al. "Improving Language Understanding by Generative Pre-Training." (2018). 推荐语:预测下一个词...
Current DeepLearning math (MLP, Cauchy Gradient Descent) which 丘城桐 comments as “over simplistic” of humain brain.There must be a higher Math for “Artificial General Intelligence” (AGI) approaching human intelligence. If you know Category Theory(CT)applied in Functional Programming(FP), you...
Category Theory Lenses: Python examples 抽象函数构造Abstract Function Structures Python Examples in Applicative and Monad Design Patterns Math Boundaries and Math Maturity Tough Calculus 清华2024 借钱还钱 PSLE Math Strategy Magic Square Ramanujian’s Trick DeepLearning: KAN vs MLP 科普数学...
and one’s exposure to music should not start from the study of music theory, but from the feel of music.Natural interaction with music should be cultivated. This understanding also deeply influenced Anthony's approach to music.In order to nurture his musical sense, Anthony began to try compos...
Written for everyday developers, there are no complex mathematical proofs or unnecessary academic theory in Inside Deep Learning. You’ll learn how deep learning works through plain language, annotated code, and equations as you work through dozens of instantly useful PyTorch examples. As you go, ...
Table of Contents 1 Introduction to Machine Learning 2 Statistics 3 Probability 4 Bayes' Rule 5 Curves And Surfaces 6 Information Theory 7 Classification 8 Training And Testing 9 Overfitting And Underfitting 10 Neurons 11 Learning And Reasoning ...
MegaMath is a powerful, immersive journey of discovery. It’s more than a mission. It’s a life-changing experience. It's fast-paced. And you can slow down, go back, deep dive or jump ahead if that’s your style. From number theory to algebra, trig to probability, you’ll easily ...
This trick requires so many caveats, it hardly seems worth sharing, right? Well, not if you’re a math teacher and especially if you’re a secondary math teacher. Above, we dabbled in a little set theory with the principle of inclusion and exclusion while considering ...