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🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
Free prompt engineering online course. ChatGPT and Midjourney tutorials are now included!
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Security Analytics Using The Snowflake Data Warehouse
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs o…
An Industrial Grade Federated Learning Framework
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
A tool for secrets management, encryption as a service, and privileged access management
Perform data science on data that remains in someone else's server
Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！
搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。
TensorFlow code and pre-trained models for BERT
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
A curated list of Deep Learning resources sorted by reputation
Must-read papers on network representation learning (NRL) / network embedding (NE)