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My Answer to 120 Data Science Interview Questions
该仓库尝试整理推荐系统领域的一些经典算法模型
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.
数据科学竞赛知识、代码、思路
An NLP workshop about concrete solutions to real problems
Contains cf_matrix.py file with a function to make a pretty visualization of a confusion matrix.
This portfolio is a compilation of notebooks which I created for Data Science related tasks like Tutorials, Exploratory Data Analysis, and Machine Learning.
Examples of Data Science projects and Artificial Intelligence use cases
这里主要存放做过的深度学习的一些实战项目
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
My solution to the book A Collection of Data Science Take-Home Challenges
The fastai deep learning library, plus lessons and tutorials
Draft of the fastai book
A curated list of practical financial machine learning (FinML) tools and applications in Python.
The hands-on NLTK tutorial for NLP in Python
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.
The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
🏅 Collection of Kaggle Solutions and Ideas 🏅
Collection of noteworthy LLMs Repositories and Resources
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
:earth_americas: machine learning tutorials (mainly in Python3)
A collection of Medium posts
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。
Resources for Machine Learning Pocket Reference
:memo: This repository recorded my NLP journey.
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。
A collection of notebooks for Natural Language Processing from NLP Town
Save Jupyter Notebooks as PDF
python partial dependence plot toolbox
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.