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audio-classification

Pytorch code for "Rethinking CNN Models for Audio Classification"

batch-norm-visualize

Experiments of batch normalization in TF 2.0

batchnormalization

Implementation of batch normalization to avoid overfitting

bert4rec-vae-pytorch

Pytorch implementation of BERT4Rec and Netflix VAE.

codi-crac2022_scripts

Scripts to convert UA to jsonlines format

coref-ee

Coreference Resolution With Entity Equalization

coref-hoi

PyTorch implementation of the end-to-end coreference resolution model with different higher-order inference methods.

coreference-resolution

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

creative-recsys-cocoplaya

Spotify RecSys Challenge 2018 creative track: team 'cocoplaya'

ctr_algorithm

一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）

dali-full-anaphora

A Cluster Ranking Model for Full Anaphora Resolution

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeprecommender

Deep learning for recommender systems

duorec

Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.

e2e-coref

End-to-end Neural Coreference Resolution

elmarc

Repository containg experiments with Extreme Learning Machines And Reservoir Computing, ELMARC.

feature-engineering-tutorials

Data Science Feature Engineering and Selection Tutorials

firefly

Firefly: 大模型训练工具，支持训练Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

gecor

Source code and dataset for the paper "GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue" (Jun Quan, Deyi Xiong, Bonnie Webber and Changjian Hu. EMNLP, 2019)

graphembedding

Implementation and experiments of graph embedding algorithms.

lyrics-crawler

Get the lyrics for the song currently playing on Spotify

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

ml-cread

ml2022-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

music-recommender-system-deepwalk

Graph Embeddings for Recommender Systems

pase

Problem Agnostic Speech Encoder

poly-encoder

polyencoder

An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)

prediction-flow

Deep-Learning based CTR models implemented by PyTorch