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cso-classifier

Script that classifies content from scientific papers with the topics of the Computer Science Ontology (CSO).

cv

This is my curriculum vitae, I put it here so I can used whenever it's needed

cvxpylayers

Differentiable convex optimization layers

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

deep-align

This repository contains our implementation of the ontology matching framework based on representation learning.

deepbayes-2019

Practical assignments of the Deep|Bayes summer school 2019

deepgenmsm

Code for the results of the Paper:

deepjdot

Implementation of DeepJDOT in Keras

deepsnap

Python library assists deep learning on graphs

deepwalk

DeepWalk - Deep Learning for Graphs

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dimred

python, scala, and pyspark code for few dimensional reduction algorithms

dotfiles

dowhy

DoWhy is a Python library that makes it easy to estimate causal effects. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dynamic-fairness

Dynamic Fair Rankings

dynamic-nmf

Dynamic Topic Modeling via Non-negative Matrix Factorization

dynamic-prices

Dynamic pricing for selling perishable goods

eae

An Experimental Study of State-of-the-Art Entity Alignment Approaches

efficient-kernel-ucb

entity_alignment_papers

Must-read papers on entity alignment published in recent years

esc-50

ESC-50: Dataset for Environmental Sound Classification

exprnn

Code to reproduce the ICML 2019 paper "Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group"

fair-classification

Python code for training fair logistic regression classifiers.

fair-pgrank

Code for Policy Learning for Fairness in Ranking paper at NeurIPS 2019

fair_erm

fairexp

FairExp-PairRank

fairlearn

Reductions for Fair Machine Learning

fairml

Code for fair classification (SVM) and dimensionality reduction (PCA)

fairness-in-ml

This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.

faiss

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