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YJ Chen's Projects

hydromad icon hydromad

Hydrological Model Assessment and Development

industry-machine-learning icon industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

iris icon iris

A powerful, format-agnostic, and community-driven Python library for analysing and visualising Earth science data

jupyter-book icon jupyter-book

Create beautiful, publication-quality books and documents from computational content.

kedro icon kedro

A Python framework for creating reproducible, maintainable and modular data science code.

lazynlp icon lazynlp

Library to scrape and clean web pages to create massive datasets.

learnai-knowledgeminingbootcamp icon learnai-knowledgeminingbootcamp

Learn to build an enterprise scale intelligent search solution for searching business documents using Microsoft Azure and Cognitive Search

leetcode-solution-all icon leetcode-solution-all

1000篇通俗易懂且高质量的 LeetCode 解析,动画题解,套路分析,模板分享

leetcodeanimation icon leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

lod2buildingmodel icon lod2buildingmodel

SAT2LoD2: Automated LoD-2 Model Reconstruction from Satellite-derived DSM and Orthophoto

machine-learning icon machine-learning

Material related to my book Intuitive Machine Learning. Some of this material is also featured in my new book Synthetic Data and Generative AI.

machine-learning-and-simulation icon machine-learning-and-simulation

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mediapipe icon mediapipe

MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines

merlion icon merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

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