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cafew's Projects

chatgpt-web icon chatgpt-web

使用GPT-3.5中的text-davinci-003模型,利用OpenAI API实现简单HTML网页版在线聊天

clv icon clv

CLV prediction with BG/NBD model, xgboost, lightgbm

cmfrec icon cmfrec

Python/Tensorflow implementation of 'Relational learning via collective matrix factorization' with some extensions

collaborative-deep-learning-for-recommender-systems icon collaborative-deep-learning-for-recommender-systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

customer_segmentation icon customer_segmentation

Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

dat8 icon dat8

General Assembly's Data Science course in Washington, DC

data-science-ipython-notebooks icon data-science-ipython-notebooks

Recently updated with 50 new 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.

datascience_interview_seminar icon datascience_interview_seminar

This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interview

datascienceprojects icon datascienceprojects

Sample data science projects (machine learning, optimization, business intelligence)

dc_hbc icon dc_hbc

第二届“智慧**杯”数据科学大赛,皇包车(HI GUIDES)精品旅行服务成单预测竞赛

dingfanzu icon dingfanzu

一个基于php+mysql的外卖订餐网站,包括前端和后台。

django-allauth icon django-allauth

Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.

dspcfboilerplate icon dspcfboilerplate

Boilerplate code for flask apps on PCF that interact with a backend environment (ex: Pivotal BDS or ElephantSQL).

dsr-fall-2014 icon dsr-fall-2014

Some of the material used for course I give at datascienceretreat.com

eli5 icon eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

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