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examples

DeepForge example projects

facets

Visualizations for machine learning datasets

faiss

A library for efficient similarity search and clustering of dense vectors.

featuretools

An open source python framework for automated feature engineering

gbul

Cross Device User Linking: The task is to identify all pairs of device-logs that belong to same users given their browsing logs on different devices.

gem

getting-started-with-google-bert

Build and train state-of-the-art natural language processing models using BERT

gpyopt

Gaussian Process Optimization using GPy

grakel

A sci-kit-learn compatible library for graph-kernels

gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

guesswhat

GuessWhat?! Baselines

h2o-meetups

hacking_vim

Hacking Vim 7.2 中文翻译, 采用 LaTeX 排版

hands-on-deep-learning-algorithms-with-python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow

hpolib

HPOlib is a hyperparameter optimization library. It provides a common interface to three state of the art hyperparameter optimization packages: SMAC, spearmint and hyperopt

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

implicit

Fast Python Collaborative Filtering for Implicit Datasets

instacart-basket-prediction

Kaggle: Instacart Market Basket Analysis, 3rd Place

intro-to-reco

introduction class to recommendation systems

ipython-notebooks

jeffheaton.github.io

The AIFH website.

jupyter-notify

A Jupyter Notebook magic for browser notifications of cell completion

kaggle-quora-insincere-questions-classification

4th Place Solution for Kaggle Competition: Quora Insincere Questions Classification

kaggler

Code for Kaggle Data Science Competitions

keras-examples

lda2vec

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

lifetimes

Lifetime value in Python

lime

Lime: Explaining the predictions of any machine learning classifier