Repository Index

FMA: A Dataset For Music Analysis

• dataset
• music-analysis
• music-information-retrieval
• deep-learning

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

• generative-ai
• agentic-ai
• claude
• gemini

Repository for benchmarking graph neural networks (JMLR 2023)

• graph-representation-learning
• graph-neural-networks
• benchmark-framework
• graph-deep-learning

Puzzles for learning Triton

• machine-learning
• puzzle

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

• computer-vision
• machine-learning
• deep-learning
• python

Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet

• data-science
• python
• data
• data-visualization

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

• machine-learning
• prml
• bayesian-statistics
• python

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

• coding-interviews
• deep-learning
• from-scratch
• interview-preparation

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

• data-science
• python
• dag
• data-engineering

The repository host gives no description.

Notebooks, code samples and reference for machine learning and generative ai on Google Cloud for the Advanced Solutions Lab (ASL) bootcamps.

• google-cloud-platform
• machine-learning
• tensorflow
• adk

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

• machine-learning
• deep-learning

Machine learning lessons and teaching projects designed for engineers

• machine-learning-tutorials
• deep-learning-tutorials

Files for Udemy Course on Algorithms and Data Structures

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

• background-removal
• deep-learning
• dichotomous-image-segmentation
• computer-vision

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

• mathematics
• linear-algebra
• python
• jupyter

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

• tensorflow
• onnx
• export
• convert

Algorithms for outlier, adversarial and drift detection

• anomaly
• outlier
• concept-drift
• detection

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

• large-language-models
• llm
• ollama
• tutorial

Efficient neural feature detector and descriptor

Simplified implementations of deep learning related works