oegedijk / keras-embeddings
Example of how to use entity embeddings (similar to word embeddings such as word2vec, but then generalized for any categorical feature) in a Keras model.
☆10Updated 5 years ago
Alternatives and similar repositories for keras-embeddings:
Users that are interested in keras-embeddings are comparing it to the libraries listed below
- ☆53Updated 2 years ago
- This repository contains a notebook demonstrating a practical implementation of the so-called Entity Embedding for Encoding Categorical F…☆74Updated 6 years ago
- Notebook and slides for my talk at Pydata NYC 2018☆88Updated 9 months ago
- Predicting bike sharing demand using tree-based ensemble models☆20Updated 4 years ago
- The repository provides usefull python scripts for ML and data analysis☆178Updated 5 months ago
- Resources for Data Science Kick Starter Workshop at ODSC India 2019☆20Updated 4 years ago
- ☆11Updated 6 months ago
- The purpose of this repo is to implement & analyze various deep learning and hybrid approaches to time-series classification and regressi…☆39Updated 6 years ago
- Jupyter Notebooks and other material from tutorial sessions on Machine Learning, Data Science, and related☆56Updated 3 years ago
- ☆31Updated 10 months ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆89Updated last year
- Multi-class with imbalanced dataset classification☆84Updated 5 years ago
- This Repository contains the material for my tutorial "Managing the end-to-end machine learning lifecycle with MLFlow" at pyData/pyCon Be…☆39Updated last year
- This is an example of LSTM used to forecast the next 12 months on the Air Passengers dataset.☆39Updated 5 years ago
- This repository contains a throughout explanation on how to create different deep learning models in Keras for multivariate (tabular) tim…☆139Updated 6 years ago
- A project on machine learning techniques dealing with imbalanced classification (Python)☆11Updated 7 years ago
- This repository is designed to teach you, step-by-step, how to develop deep learning methods for time series forecasting with concrete an…☆141Updated 6 years ago
- Stacking Classifiers for Higher Predictive Performance☆13Updated 5 years ago
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago
- ☆99Updated 6 years ago
- ☆153Updated 4 years ago
- Slides for "Feature engineering for time series forecasting" talk☆58Updated 2 years ago
- ☆18Updated 4 years ago
- Real data science interview assignments☆94Updated 4 years ago
- Code for the clustering algorithm☆26Updated 5 years ago
- Practical Deep Learning resources for Time series analysis and forecasting☆86Updated 3 years ago
- Assorted exercises and proof-of-concepts to understand and study machine learning and statistical learning theory☆45Updated 6 years ago
- An LSTM Autoencoder for rare event classification☆108Updated 5 years ago
- This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJ…☆261Updated 2 years ago
- Analysis for Customer Segmentation☆69Updated 4 years ago