AlexDM2016's repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Data-Analyst-Survival-Guide
Data Analyst Survival Guide
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
DAT8
General Assembly's Data Science course in Washington, DC
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
DataAnalysisInAction
(更新已完结)极客时间数据分析实战45讲的详细笔记(包含markdown、图片、思维导图、代码 、数据) 可直接阅读代码、测试
DataSciencePython
common data analysis and machine learning tasks using python
DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
dianpingshop
大众点评商户数据爬虫
flask-keras-cnn-image-retrieval
CNN-based image retrieval built on Keras
h2o-3
Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)
HttpProxyMiddleware
A middleware for scrapy. Used to change HTTP proxy from time to time.
knocktober-2016
Codes related to Knocktober 2016
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)
machine-learning
Content for Udacity's Machine Learning curriculum
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
ML_for_Hackers
Code accompanying the book "Machine Learning for Hackers"
python-deliberate-practice
Python Deliberate Practice
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
Seeing-Theory
A visual introduction to probability and statistics.
Spiders
all my spider codes
Stanford-CS-229-CN
A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译
textbooks
Source code of Mathigon's interactive textbooks
web-crawler-spider-
基于Scrapy开发的网络爬虫,用于爬取大众点评,链家和搜房的数据