AlexMRuch
Head of Community / Graph ML @Lore.co. Previously @SPGlobal, @SpotifyEng, @Graphika_NYC. Cornell PhD. Graphs, ML, NLP, MLOps, experiments.
LoreDallas, TX
AlexMRuch's Stars
shap/shap
A game theoretic approach to explain the output of any machine learning model.
spotify/luigi
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
deepset-ai/haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
fullstorydev/grpcurl
Like cURL, but for gRPC: Command-line tool for interacting with gRPC servers
ept/ddia-references
Literature references for “Designing Data-Intensive Applications”
PAIR-code/lit
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
iryna-kondr/scikit-llm
Seamlessly integrate LLMs into scikit-learn.
spotify/scio
A Scala API for Apache Beam and Google Cloud Dataflow.
Lightning-AI/torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
tensorflow/gnn
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
PAIR-code/what-if-tool
Source code/webpage/demos for the What-If Tool
neo4j-labs/neosemantics
Graph+Semantics: Import/Export RDF from Neo4j. SHACL Validation, Model mapping and more.... If you like it, please ★ ⇧
antvis/G6VP
G6VP is an online visual analysis tool for graphs and a low-code platform for building graph applications.
slavingia/askmybook
smazzanti/mrmr
mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.
koaning/bulk
A Simple Bulk Labelling Tool
spotify/big-data-rosetta-code
Code snippets for solving common big data problems in various platforms. Inspired by Rosetta Code
spotify/styx
"The path to execution", Styx is a service that schedules batch data processing jobs in Docker containers on Kubernetes.
CODAIT/text-extensions-for-pandas
Natural language processing support for Pandas dataframes.
kkteru/grail
Inductive relation prediction by subgraph reasoning, ICML'20
datastax/graph-book
The Code Examples and Notebooks for The Practitioners Guide to Graph Data
maxfrenzel/CompressionVAE
General-purpose dimensionality reduction and manifold learning tool based on Variational Autoencoder, implemented in TensorFlow.
INK-USC/AlpacaTag
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)
turing-knowledge-graphs/teaching
Teaching material relevant to KGs
pykeen/ilpc2022
🏅 KG Inductive Link Prediction Challenge (ILPC) 2022
dfdazac/blp
"Inductive Entity Representations from Text via Link Prediction" @ The Web Conference 2021
amzn/credence-to-causal-estimation
A framework for generating complex and realistic datasets for use in evaluating causal inference methods.
raphaelsty/ckb
Contextual knowledge bases
caciolai/Geometric-Deep-Learning-for-Virality-Prediction-of-Hashtags
ray-project/community
Artifacts intended to support the Ray Developer Community: SIGs, RFC overviews, and governance. We're very glad you're here! ✨