Pinned Repositories
amazon-reviews-nlp
Indeed-Web-Scraping-Selenium-2022
Data-Science-Notes
数据科学的笔记以及资料搜集
Dynamic-Web-Scraping-using-Python-and-Selenium
Scraping Dynamic Websites with Python and Selenium
30-Days-of-Python
Learn Python for the next 30 (or so) Days.
A-Z-Deepfashion2-Impleamentation
algorithm
My LeetCode Solutions with Explanation and Time Complexity Analysis
Amazon-Reviews
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
KathleenLeeLi's Repositories
KathleenLeeLi/fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
KathleenLeeLi/LeetCode-Py
⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。
KathleenLeeLi/USC-CSCI-570-Sp24
CSCI 570 is a comprehensive course focused on the design and analysis of algorithms. Students learn key algorithmic techniques like divide and conquer, greedy, and dynamic programming. The course also delves into network flow, NP-completeness, approximation algorithms, and linear programming.
KathleenLeeLi/USC-DSCI-553-Fall23
This repository covers DSCI553, focusing on data mining—a crucial skill for analyzing massive datasets. The course explores algorithms for uncovering patterns in data, with a practical emphasis. Students will learn to apply data mining techniques to solve real-world problems.
KathleenLeeLi/LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
KathleenLeeLi/deep-learning-keras-tf-tutorial
Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.
KathleenLeeLi/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.
KathleenLeeLi/Indeed-Web-Scraping-Selenium-2022
KathleenLeeLi/amazon-reviews-nlp
KathleenLeeLi/Amazon-Reviews
KathleenLeeLi/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
KathleenLeeLi/E-Commerce-Customer-Segmentation-by-KMeans-Clustering
Given the e-commerce data, k-means clustering algorithm is used to cluster customers with similar interest. The data was collected from a well known e-commerce website over a period of time based on the customer’s search profile.
KathleenLeeLi/Dynamic-Web-Scraping-using-Python-and-Selenium
Scraping Dynamic Websites with Python and Selenium
KathleenLeeLi/awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
KathleenLeeLi/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
KathleenLeeLi/awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
KathleenLeeLi/awesome-remote-job
A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python
KathleenLeeLi/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
KathleenLeeLi/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
KathleenLeeLi/CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
KathleenLeeLi/cs224n-1
Stanford CS224n: Natural Language Processing with Deep Learning, Winter 2020
KathleenLeeLi/fashion-mnist
4 different image classification ConvNets models for Fashion-MNIST dataset
KathleenLeeLi/cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
KathleenLeeLi/detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
KathleenLeeLi/TailorNet
Code for our CVPR 2020 (ORAL) paper - TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style.
KathleenLeeLi/examples
TensorFlow examples
KathleenLeeLi/Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
KathleenLeeLi/mmfashion
Open-source toolbox for visual fashion analysis based on PyTorch
KathleenLeeLi/turfpy
A Python library for performing geospatial data analysis which reimplements turf.js.
KathleenLeeLi/Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。