Repository Index

A list of all named GANs!

• machine-learning
• gan
• generative-adversarial-network

A curated list of Microservice Architecture related principles and technologies.

• awesome
• microservices
• microservices-architecture
• cloud-native

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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

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

Defund the Police.

• malware-analysis
• awesome
• awesome-list
• list

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

• deep-learning
• machine-learning
• linear-algebra
• mit

A curated list of references for MLOps

• machine-learning
• mlops
• data-science
• engineering

TranslatedThis project is a tutorial on developing large model applications, aimed at beginner developers. Read it online at: https://datawhalechina.github.io/llm-universe/

• langchain
• rag

A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.

• aws
• cloud
• aws-sdk
• aws-cli

AI education materials for Chinese students, teachers and IT professionals.

Full Modular Monolith application with Domain-Driven Design approach.

• ddd
• ddd-architecture
• cqrs
• architecture

Microservice Architecture with Spring Boot, Spring Cloud and Docker

• spring-boot
• spring-cloud
• microservices
• docker

Code for the book Grokking Algorithms (https://www.amazon.com/dp/1633438538)

Must-watch videos about javascript

• javascript
• education
• watch
• videos

TranslatedAI learning roadmap, compiling nearly 200 hands-on cases and projects, with free accompanying teaching materials, for beginners with zero background, focused on job-ready practice! Covers: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular fields

• machine-learning
• deep-learning
• data-analysis
• data-mining

🔥Highlighting the top ML papers every week.

• ai
• data-science
• deeplearning
• machine-learning

Translated✍🏻 Source Code Deep Dives, System Design & Engineering Blogs | Halfrost-Field (冰霜之地, "Land of Frost"): notes on source code analysis, system design, and engineering practice

• ios
• objective-c
• swift
• javascript

TranslatedOpen source Deep Learning book, based on TensorFlow 2.0 framework.

• tensorflow
• tensorflow2
• deeplearning
• machinelearning

A curated list of bookmarks, packages, tutorials, videos and other cool resources from the Laravel ecosystem

• awesome
• laravel
• php

TranslatedMachine learning tutorials

• machine-learning
• neural-network
• tensorflow
• python

A description of React's new core algorithm, React Fiber

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

• machine-learning
• deep-learning
• deep-neural-networks
• pattern-recognition

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

• interview-preparation
• deep-learning
• system-design
• mvp

TranslatedLatest summary for 2021: recommended books suitable for engineers, covering computer science, software technology, entrepreneurship, thought and ideas, mathematics, and biographies

• redis
• books
• pdf
• nginx