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ai-research-code

algorithms

asteroid

The PyTorch-based audio source separation toolkit for researchers

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

automatic_melody_harmonization

Melody harmonization using orderless NADE, chord balancing and blocked Gibbs sampling

aws-deepcomposer-samples

chinese-long-text-nlp

Handling long texts remains a major challenge for language models, and we have proposed a two-stage model approach to address the difficulties posed by Chinese long texts.

chinese-verdict-text-classification

chinese_lyrics

Python scripts for collecting Chinese lyrics data.

chinesenlp

Datasets, SOTA results of every fields of Chinese NLP

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

cocktail

Automatic Cocktail Recipe Generation

demucs

Code for the paper Music Source Separation in the Waveform Domain

fate

fate-pipeline-component

Components in fate pipeline

general-machine-learning

Collection on the full range of machine learning topics

house-prices-advanced-regression-techniques

Kaggle's house-prices-advanced-regression-techniques dataset

jamendolyrics

Jamendo music dataset with time-aligned lyrics for lyrics alignment evaluation

jerex

PyTorch code for JEREX: Joint Entity-Level Relation Extractor

job_202303080155356140690_log

kaldi-installation

Instructions to install Kaldi in Linux environment

kfate

kubefate

Manage federated learning workload using cloud native technologies.

label-studio-example

lead-sheet-dataset

:headphones: lead sheet datasets in various formats

leetcode

lightning-transformers

Flexible components pairing 🤗 Transformers with Pytorch Lightning

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

music-demixing-challenge-ismir-2021-entry

The training code for the 4th place model at MDX 2021 leaderboard A.

musicinformationretrieval.com

Instructional notebooks on music information retrieval.