HorusJiang's Stars
evelyncy96/Spam-Email-Detection
I built several classification models to detect whether an email is spam or not. I built models and found the best performance using Nested CV and GridSearch under two scenarios: Accuracy-Based & Cost-Sensitive Based. The models I used including Support Vector Classifier/ XGBoost/ LightGBM/ Deep Neural Network/ Decision Tree/ Logistic Regression
microsoft/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ownthink/KnowledgeGraph
史上最大规模1.4亿知识图谱数据免费下载,知识图谱,通用知识图谱,融合了两千五百多万的实体,拥有亿级别的实体属性关系。
lyhue1991/PythonAiRoad
source code of my blogs 😋😋
lyhue1991/eat_pyspark_in_10_days
pyspark🍒🥭 is delicious,just eat it!😋😋
lyhue1991/eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
lyhue1991/eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
datawhalechina/fun-rec
推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/
DeqianBai/Your-first-machine-learning-Project---End-to-End-in-Python
这是一个完整的,端到端的机器学习项目,非常适合有一定基础后拿来练习,以提高对完整机器学习项目的认识
mryuan0428/House-price-prediction
房价预测完整项目:1.爬取链家网数据 2.处理后,用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好,R^2值0.75左右
huangxianyang/machine-learning-product
一个完整的机器学习项目生产环境部署
ageron/handson-ml3
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.
itcharge/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」。
ageron/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.
ageron/handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
realpython/python-guide
Python best practices guidebook, written for humans.
reddit-archive/reddit
historical code from reddit.com
cundi/fluent-python
《流畅的Python》2015年8月
jobbole/awesome-python-cn
Python资源大全中文版,包括:Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等,由「开源前哨」和「Python开发者」微信公号团队维护更新。
husthuke/awesome-knowledge-graph
整理知识图谱相关学习资料
mli/paper-reading
深度学习经典、新论文逐段精读
Python-World/python-mini-projects
A collection of simple python mini projects to enhance your python skills
aqibsaeed/Multilabel-timeseries-classification-with-LSTM
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
d2l-ai/berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
d2l-ai/courses-zh-v2
中文版 v2 课程
wangyuGithub01/Machine_Learning_Resources
:fish::fish::fish: 机器学习面试复习资源
SimmerChan/corpus
自然语言处理,知识图谱相关语料。按照Task细分,欢迎PR。
datawhalechina/hands-on-data-analysis
动手学数据分析以项目为主线,知识点孕育其中,通过边学、边做、边引导来得到更好的学习效果
datawhalechina/team-learning-data-mining
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
wangzhiwubigdata/God-Of-BigData
专注大数据学习面试,大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...