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🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2

  • fp-growth
  • apriori
  • mahchine-leaning
  • naivebayes

Translated🔥🔥Over 1,000 classic computer science books, personal notes, and the resources mentioned in articles I have published on various platforms, etc. The book resources include C/C++, Java, Python, Go, data structures and algorithms, operating systems, backend architecture, computer systems knowledge, databases, computer networks, design patterns, frontend, assembly, and all kinds of interview experience write-ups for campus recruitment and experienced-hire recruitment~

  • cs-books
  • c
  • cpp
  • python

Um guia extenso de informações com um vasto conteúdo de várias áreas para ajudar, agregar conhecimento e retirar dúvidas, nesse guia você encontrará tudo que necessário para qualquer carreira relacionada a tecnologia.

TranslatedTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-Transfer learning

  • transferlearning
  • domain-adaptation
  • transfer-learning
  • survey

Translated:zap: Machine Learning in Action (Python3): kNN, decision tree, Bayes, logistic regression, SVM, linear regression, tree regression

  • adaboost
  • logistic
  • svm
  • smo

A comprehensive Domain-Driven Design example with problem space strategic analysis and various tactical patterns.

  • domain-driven-design
  • ddd
  • ddd-architecture
  • c4

A curated list of awesome .NET Performance books, courses, trainings, conference talks, blogs and most inspiring open source contributors. Inspired by awesome-... stuff.

📚 Sample Android Components Architecture on a modular word focused on the scalability, testability and maintainability written in Kotlin, following best practices using Jetpack.

  • kotlin
  • clean-architecture
  • clean-code
  • testing