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Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression
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July 29, 2023
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Artificial Intelligence
Recurrent Neural Networks, Explained and Visualized from the Ground Up Complex Flavors of Recurrent Networks Neural Machine Translation Text-Output Recurrent Models Bidirectionality Autoregressive Generation 2016 Google Translate
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June 24, 2023
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A Easy Conceptual Overview of Neural Network and Deep Learning
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June 19, 2023
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My Journey with Machine Learning Algorithms Embarking on the Machine Learning Adventure What are Machine Learning Algorithms? Varieties of Machine Learning Algorithms 1. Supervised Learning: Guiding Computers with Labeled Data 2. Unsupervised Learning: Discovering Hidden Patterns within the Chaos 3. Reinforcement Learning: Training Algorithms Through Trial and Error 4. Deep Learning: Unleashing the Power of Neural Networks Selecting the Right Algorithm: The Perfect Fit Resources and Communities Now! Unleash Your Machine Learning Potential
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June 14, 2023
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Direction Improves Graph Learning Measuring Homophily in Directed Graphs A Toy Example Dir-GNN: Directed Graph Neural Network Experimental Results
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June 10, 2023
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Empowering Efficient BO Transfer with Neural Acquisition Process (NAP) General Objectives & Results: From Bayesian Optimisation to Meta-Bayesian Optimisation: Neural Acquisition Processes (NAP): Cool Properties:
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June 7, 2023
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Empowering Efficient BO Transfer with Neural Acquisition Process (NAP) General Objectives & Results: From Bayesian Optimisation to Meta-Bayesian Optimisation: Neural Acquisition Processes (NAP): Cool Properties:
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June 7, 2023
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Top 10 Machine Learning Algorithms Every Programmer Should Know #1. Linear Regression: The Oldie but Goodie #2. Logistic Regression: It’s Not All About Numbers #3. Decision Trees: Make Decisions Like a Machine #4. Naive Bayes: A Sincere Approach to Classifying #5. K-Nearest Neighbors (K-NN): Birds of the Same Feather #6. Support Vector Machines (SVM): Playing the Field #7. K-Means Clustering: Finding Your Tribe #8. Random Forest: More Trees, Please! #9. Neural Networks: Mimicking the Human Brain #10. Gradient Boosting & AdaBoost: Boosting Your Method to Success Wrapping Up Our Wild Ride Through the World of Machine Learning Level Up Coding
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June 6, 2023
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Artificial Intelligence
Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 05
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June 5, 2023
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Artificial Intelligence
Decoding the Enigma: Neural Networks and Their Intricate Connections to the Human Brain The Neural Network and Biological Intuition Should It Work Even when We Don’t Fully Understand Brain Neurons? The Link between Artificial Neural Networks and Real Brain Networks: What Is Happening Contained in the Hidden Layer? The Enigma behind hidden layers Neural Network Hacks That Proceed to Perplex Conclusion
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May 26, 2023
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