This project is an academic curriculum repository and educational resource center for studying probability, statistics, and machine learning. It serves as a deep learning course website and a hub for instructional materials, providing a structured collection of content designed to teach neural network architectures. The repository distinguishes itself by combining a comprehensive educational resource with a machine learning project archive. It provides a curated set of research examples and implementation guides for a wide range of models, including multilayer perceptrons, convolutional netwo
Course website: https://guanh01.github.io/teaching/2020-fall-mlsys
A machine learning framework with readable source code.
This project is a collection of deep learning tutorials and practical implementations using TensorFlow. It provides a neural network implementation guide through code examples designed for research-oriented deep learning. The repository covers supervised and unsupervised learning workflows, including the development of sequence models for language processing and chatbots. It includes specific examples for image style transfer and the use of autoencoders for feature extraction. The project also provides demonstrations for managing large-scale datasets using binary record formats and streaming
TinyFlow is "example code" for NNVM.
Die Hauptfunktionen von tqchen/tinyflow sind: Frameworks and Implementations, Academic Courses.
Open-Source-Alternativen zu tqchen/tinyflow sind unter anderem: chiphuyen/stanford-tensorflow-tutorials — This project is a collection of deep learning tutorials and practical implementations using TensorFlow. It provides a… d2l-ai/berkeley-stat-157 — This project is an academic curriculum repository and educational resource center for studying probability,… guanh01/cs692-mlsys — Course website: https://guanh01.github.io/teaching/2020-fall-mlsys. haifeng-jin/readable-ml-framework — A machine learning framework with readable source code. hpcaitech/colossalai — ColossalAI is a distributed deep learning framework designed for training and deploying massive artificial… isislab/hack-night — Hack Night is an open weekly training session run by the OSIRIS lab.