klimzaporojets

Klim Zaporojets's starred repositories

GenIE

The autoregressive information extraction system GenIE (Generative Information Extraction) implemented in PyTorch.

Language:PythonMIT9800

xmc.dspy

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

Language:PythonMIT36600

KG-GPT

Official repository of KG-GPT

Language:Python5700

SustainML

Reading group for Sustainable Machine Learning. Papers and talks will be hosted here.

MIT700

suicidepredict

A repo for our paper titled ''Suicide risk prediction from Reddit posts"

Language:Jupyter Notebook100

slotgan

"SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning" @ ACL SPNLP 2022

Language:Python100

graphstorm

Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.

Language:PythonApache-2.036300

networkx

Network Analysis in Python

Language:PythonNOASSERTION1479900

blp

"Inductive Entity Representations from Text via Link Prediction" @ The Web Conference 2021

Language:PythonMIT5700

codex

CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia

Language:PythonMIT14900

DynAnom

Codebase for KDD22 paper "Subset Node Anomaly Tracking over Large Dynamic Graphs"

Language:Jupyter NotebookGPL-3.01300

BioDEX

BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance.

Language:Jupyter NotebookMIT4300

detectshift

Dataset shift diagnostics in Python

Language:PythonMIT3400

failing-loudly

Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.11953

Language:PythonMIT10000

robustlearn

Robust machine learning for responsible AI

Language:PythonMIT45200

interpretable-ai-book

Code associated with my Interpretable AI Book (https://www.manning.com/books/interpretable-ai)

Language:Jupyter Notebook5600

comptox_ai

ComptoxAI - An artificial Intelligence toolkit for computational toxicology

Language:PythonNOASSERTION1300

EvoKG

[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs

Language:PythonMIT4600

emnlp2022-temporal-adaptation

Code for EMNL 2022 publication "The challenges of temporal alignment on Twitter during crises".

Language:PythonApache-2.0200

TempoWiC

An Evaluation Benchmark for Detecting Meaning Shift in Social Media (COLING 2022)

Language:Julia300

awesome-drug-discovery-knowledge-graphs

A collection of research papers, datasets and software related to knowledge graphs for drug discovery. Accompanies the paper "A review of biomedical datasets relating to drug discovery: a knowledge graph perspective" (Briefings in Bioinformatics, 2022)

Apache-2.019900

GiDR-DUN

A simple implementation of UMAP, TSNE and GDR across frameworks and libraries

Language:PythonMIT1200