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Persagen.com

• About
• Contact
• People
  • Victoria Stuart, Ph.D.: Technical Biography
  • Victoria: Community Programmatic Contributions
• Principles
• Specialties
• Vision

Resources

• Technical Review: Biomedical Knowledge Discovery in Networks
  Through Language/Graphical Models and Machine Learning
  • Citation
  • Natural Language Processing
  • Natural Language Understanding
  • Information Overload
  • Knowledge Graphs
  • Transfer and Multitask Learning
  • Explainable (Interpretable) Models
  • In silico Modeling
  • Biomedical Applications of Machine Learning
• Graphical Models
  • Graph Databases
  • Technical Review: Graph Signal Processing
  • Technical Review: Graph Signal Processing: Background
• DataSci Notes
• Dataset Descriptions
• Matrix / GNU Octave Basics
• Performance Measures (Metrics)
• Site Glossary

Machine Learning

• Backpropagation
• ML Glossary
• Machine Learning Notes: large file, opens in separate tab
• ML Implementation Notes
• Normalization & Regularization

• Softmax Regression

• My (Computer Vision) Projects:
  • Computer Vision: Facial Personal Identification
  • Keras JS Canvas ResNet-50
• My notes from Andrew Ng’s “Machine Learning” [Coursera 2013]
  • Course Notes
  • Cost (Loss) Function Notes

Miscellaneous

• Biomedical Sentence Splitter
• BioSolr

Posts

2017

• Hello: Persagen.com
• Community Scientific/Research Challenges: Untruth & Consequences
• PubMed Publications by Year
• Victoria's Machine Learning Notes
• New "Reference" Pages
• Vim as IDE [aside: linux terminals]
  • Turning Vim Into A Modern Python IDE
• A Quick-access Clipboard: cli Reference Notes
• Experiments in Computer Vision: Victoria's ML Projects

2018

• Creating A Metabolic Pathway In Neo4j
• Accessing XML Files As Variables In A PSQL Script (Sourced From A BASH Script)
• Working With Large .gz Files - Part 1: NCBI's "gene_info.gz": Examining & Extracting the Data"
• Working With Large .gz Files - Part 2: NCBI's "gene_info.gz": Formatting the Data
• Installing Skype on Arch Linux
• PostgreSQL, Trees and Recursive CTE: Common Table Expressions Over Paths, Loops
• TF-IDF; TextRank: Extractive Summarization
• How do Neural Networks "Remember"? What is "memory" (RNN, LSTM Networks)?
• [Linux] Find, Extract String (arXiv Numbers) from Files