Pinned Repositories
120-DS-Interview-Questions
My Answer to 120 Data Science Interview Questions
AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
competition-baseline
数据科学竞赛知识、代码、思路
concrete_NLP_tutorial
An NLP workshop about concrete solutions to real problems
confusion_matrix
Contains cf_matrix.py file with a function to make a pretty visualization of a confusion matrix.
Data-Science-Portfolio
This portfolio is a compilation of notebooks which I created for Data Science related tasks like Tutorials, Exploratory Data Analysis, and Machine Learning.
DataScience_ArtificialIntelligence_Utils
Examples of Data Science projects and Artificial Intelligence use cases
DeepLearningProjects
这里主要存放做过的深度学习的一些实战项目
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
lizequnwz's Repositories
lizequnwz/AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
lizequnwz/Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
lizequnwz/competition-baseline
数据科学竞赛知识、代码、思路
lizequnwz/concrete_NLP_tutorial
An NLP workshop about concrete solutions to real problems
lizequnwz/confusion_matrix
Contains cf_matrix.py file with a function to make a pretty visualization of a confusion matrix.
lizequnwz/Data-Science-Portfolio
This portfolio is a compilation of notebooks which I created for Data Science related tasks like Tutorials, Exploratory Data Analysis, and Machine Learning.
lizequnwz/DataScience_ArtificialIntelligence_Utils
Examples of Data Science projects and Artificial Intelligence use cases
lizequnwz/DeepLearningProjects
这里主要存放做过的深度学习的一些实战项目
lizequnwz/deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
lizequnwz/fastai
The fastai deep learning library, plus lessons and tutorials
lizequnwz/fastbook
Draft of the fastai book
lizequnwz/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
lizequnwz/interpret-community
The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
lizequnwz/kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
lizequnwz/llm-repo-collection
Collection of noteworthy LLMs Repositories and Resources
lizequnwz/llm_poc
lizequnwz/LLMs_interview_notes
LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案
lizequnwz/machine-learning
:earth_americas: machine learning tutorials (mainly in Python3)
lizequnwz/ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
lizequnwz/ml_pocket_reference
Resources for Machine Learning Pocket Reference
lizequnwz/nlp
:memo: This repository recorded my NLP journey.
lizequnwz/nlp-beginner-finish
此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。
lizequnwz/nlp-notebooks
A collection of notebooks for Natural Language Processing from NLP Town
lizequnwz/notebook-as-pdf
Save Jupyter Notebooks as PDF
lizequnwz/python-string-similarity
A library implementing different string similarity and distance measures using Python.
lizequnwz/python_auto_office
关注公众号：Python自动化办公社区，发送：1109，领取《47页PPT-Python如何进行自动化办公？》。
lizequnwz/README
README文件语法解读，即Github Flavored Markdown语法介绍
lizequnwz/team-learning-nlp
主要存储Datawhale组队学习中“自然语言处理”方向的资料。
lizequnwz/team-learning-program
主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。
lizequnwz/timeseries101
Hands on time series data analysis for beginner