Ramsey's repositories

AIAS

AIAS (AI Acceleration Suite), AI算法落地加速器套件(超过100个项目组成的项目集,包含了sdk,平台引擎,场景套件)

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arfs

All Relevant Feature Selection

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cornac

A Comparative Framework for Multimodal Recommender Systems

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czsc

缠中说禅技术分析工具;缠论;股票;期货;Quant;量化交易

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DeepLearningSystem

Deep Learning System core principles introduction.

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Diffusion-Tensorflow

Tensorflow implementations of Diffusion models (DDPM, DDIM)

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e2e_ml

An end to end solution for automl.

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gAnswer

A KBQA system based on DBpedia.

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intel-extension-for-transformers

Extending Hugging Face transformers APIs for Transformer-based models and improve the productivity of inference deployment. With extremely compressed models, the toolkit can greatly improve the inference efficiency on Intel platforms.

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KB-NER

Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.

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machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

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multilingual_keyphrase_generation

[NAACL'22-Findings] Dataset for "Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training"

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openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

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paper-reading

比做算法的懂工程落地,比做工程的懂算法模型。

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primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

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PruningRadixTrie

PruningRadixTrie - 1000x faster Radix trie for prefix search & auto-complete

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Quantitative-analysis

量化研究-券商金工研报复现

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recs-at-resonable-scale

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

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rince

This is the code accompanying the AAAI 2022 paper "Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives" https://arxiv.org/abs/2201.11736 . The method allows you to use additional ranking information for representation learning.

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sematic

An open-source ML pipeline development toolkit

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spark-extension

A library that provides useful extensions to Apache Spark and PySpark.

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tldr

TLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectiveness of recent self-supervised learning losses

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unlocking-the-power-of-llms

使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具!每日更新~

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VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

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