Massimo Quadrana (mquad)

mquad

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Company:Politecnico di Milano

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Massimo Quadrana's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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mlflow

Open source platform for the machine learning lifecycle

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flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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allennlp

An open-source NLP research library, built on PyTorch.

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training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

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dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

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pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

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lingvo

Lingvo

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swifter

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

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tfx

TFX is an end-to-end platform for deploying production ML pipelines

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big-mac-data

Data and methodology for the Big Mac index

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tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

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MultiObjectiveOptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

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papers-with-annotations

Research papers with annotations, illustrations and explanations

recsim

A Configurable Recommender Systems Simulation Platform

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zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

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reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:456Issues:27Issues:11

security-token-docs

Documentation of Security Tokens and their uses.

RNN-for-Joint-NLU

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

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CausE

Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.

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anafora

Anafora is a web-based raw text annotation tool

tf_metrics

Multi-class metrics for Tensorflow

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Spark-RSVD

Randomized SVD of large sparse matrices on Spark

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podcast-data-modeling

More than Just Words: Modeling Non-textual Characteristics of Podcasts

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dual-bandit-kdd-2020

Source code for our paper "Joint Policy-Value Learning for Recommendation" published at KDD 2020.

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decision-theory-www-2021

Materials for the "Recommender Systems through the lens of Decision Theory" tutorial delivered at the 30th Web Conference (WWW '21).

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