Mabel Q. Y's repositories

CS520-Knowledge-Graph-Notes-and-Projects

Learn knowledge graph together.

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Awesome-Deep-Community-Detection

A Comprehensive Survey on Community Detection with Deep Learning

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cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

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d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

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data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

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Deep-Learning-Computer-Vision

My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.

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fastbook

The fastai book, published as Jupyter Notebooks

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Font-Awesome

The iconic SVG, font, and CSS toolkit

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fraud-detection-handbook

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook

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GNN-RecSys

Graph Neural Networks for Recommender Systems

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graph-learn

An Industrial Graph Neural Network Framework

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Graph-Machine-Learning

Graph Machine Learning, published by Packt

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IBM-Data-Science-2023

2023 IBM data science certificate

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IBM-Data-Science-Professional-Certificate

IBM Data Science Professional Certificate

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intro-to-qml

Introduction to QML representations, both how they are constructed and how to generate them using the qmlcode.

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lihang-code

《统计学习方法》的代码实现

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lse-me314.github.io

ME314 2019 Course Website

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Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

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pdf-dump

A dump of all the data science materials (mostly pdf's) that I have accumulated over the years

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py4fi2nd

Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

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stellargraph

StellarGraph - Machine Learning on Graphs

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uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021

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xyz2mol

Converts an xyz file to an RDKit mol object

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YYeTsBot

🎬 人人影视bot,完全对接人人影视全部无删减资源

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