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Guy Rosin's Projects

anserini icon anserini

A Lucene toolkit for replicable information retrieval research

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

client icon client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

event_driven_qe icon event_driven_qe

Code & Data for the Paper "Event-Driven Query Expansion", WSDM 2021

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

generating_timelines icon generating_timelines

Code & Data for the Paper "Generating Timelines by Modeling Semantic Change", CoNLL 2019

lama icon lama

LAnguage Model Analysis

levenshtein icon levenshtein

The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity

mol2vec icon mol2vec

Mol2vec - an unsupervised machine learning approach to learn vector representations of molecular substructures

newspaper icon newspaper

News, full-text, and article metadata extraction in Python 3. Advanced docs:

node2vec icon node2vec

Just a bunch of Python utils for node2vec, neo4j, graph-tool...

pandarallel icon pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

pgbm icon pgbm

Probabilistic Gradient Boosting Machines

plotly.py icon plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

python-mwviews icon python-mwviews

Tools for parsing and querying Wikimedia Foundation pageview data from both static dumps and the online API.

rapidfuzz icon rapidfuzz

Rapid fuzzy string matching in Python using various string metrics

rdkit icon rdkit

The official sources for the RDKit library

rye icon rye

a Hassle-Free Python Experience

tempobert icon tempobert

Code & Data for the Paper "Time Masking for Temporal Language Models", WSDM 2022

temporal_attention icon temporal_attention

Code and data for the paper "Temporal Attention for Language Models", Findings of NAACL 2022

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