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Curated list of 2vec-type embedding models
Uses WiFi signals
Machine Learning on Sequential Data Using a Recurrent Weighted Average
Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"
Continually updated 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.
Using deep learning to answer Aristo's science questions
A Question Answering system built on top of the Apache UIMA framework.
Sunfish: a Python Chess Engine in 111 lines of code
Fast Entity Linker Toolkit for training models to link entities to KnowledgeBase (Wikipedia) in documents and queries.
The "Python Machine Learning" book code repository and info resource
A Simple Deep Reinforcement Learning Dialogue System
A machine learning model that predicts facial attractiveness from images
Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
Supervised learning for novelty detection in text
SFrame: Scalable tabular and graph data-structures built for out-of-core data analysis and machine learning.
A supervised approach for word2vec
Deep learning recommend system with TensorFlow
RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension
Multi-core implementation of Regularized Greedy Forest
A/B Testing or publish smart grouping engine
Solution of a Kaggle competition
This repository contains materials for demos, tutorials, and talks by Dato Inc.
Machine learning resources，including algorithm, paper, dataset, example and so on.