ilnap Goto Github PK

2014

Official content for the Fall 2014 Harvard CS109 Data Science course

ad-papers

Papers on Computational Advertising

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

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.

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

eat_pyspark_in_10_days

pyspark🍒🥭 is delicious，just eat it!😋😋

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

graphembedding

Implementation and experiments of graph embedding algorithms.

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

kaggle_competition_treasure

Describe past Kaggle solutions

learnpython

以撸代码的形式学习Python

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

ml-algorithm

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-1

All Algorithms implemented in Python

python-data-science-handbook

A Chinese translation of Jake Vanderplas' "Python Data Science Handbook". 《Python数据科学手册》在线Jupyter notebook中文翻译

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-ltr

Tensorflow implementations of various Learning to Rank (LTR) algorithms.

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等