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generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

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AutoPhrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

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plato

腾讯高性能分布式图计算框架Plato

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euler

A distributed graph deep learning framework.

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allennlp

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

Language:PythonApache-2.01170500

transformers

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

Language:PythonApache-2.012799100

bert4keras

keras implement of transformers for humans

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gensim

Topic Modelling for Humans

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ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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tensornet

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graph-learn

An Industrial Graph Neural Network Framework

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dgl

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

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DeepIE

DeepIE: Deep Learning for Information Extraction

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pyjava

This library is an ongoing effort towards bringing the data exchanging ability between Java/Scala and Python. PyJava introduces Apache Arrow as the exchanging data format.

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sqlflow

Brings SQL and AI together.

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ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.

Language:PythonApache-2.0617500

mlflow

Open source platform for the machine learning lifecycle

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tablesaw

Java dataframe and visualization library

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joinery

Data frames for Java

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spark

Apache Spark - A unified analytics engine for large-scale data processing

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smile

Statistical Machine Intelligence & Learning Engine

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aerosolve

A machine learning package built for humans.

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CoreNLP

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

Language:JavaGPL-3.0954700

Mallet

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.

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mahout

Mirror of Apache Mahout

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h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

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