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algonotes

公众号【浅梦的学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

benchmarking-gnns

Repository for benchmarking graph neural networks

book

Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）

coder2gwy

互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。

contrastive-clustering

Code for the paper "Contrastive Clustering" (AAAI 2021)

coursera-ml-using-matlab-python

coursera吴恩达机器学习课程作业自写Python版本+Matlab原版

deepspeech

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

dgl

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

espnet

End-to-End Speech Processing Toolkit

fluiddoc

Documentations for PaddlePaddle

gnnpapers

Must-read papers on graph neural networks (GNN)

graphembedding

Implementation and experiments of graph embedding algorithms.

graphtr

Graph Neural Network for Tag Ranking in Tag-enhanced Video Recommendation（CIKM20）

hgb

Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.

lark

LAnguage Representations Kit (ERNIE/BERT/ELMo etc.)

lightgcn-pytorch

The PyTorch implementation of LightGCN

line

TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

paddle

PArallel Distributed Deep LEarning （『飞桨』核心框架，高性能单机、分布式训练和跨平台部署）

parakeet

PAddle PARAllel text-to-speech toolKIT (supporting WaveFlow, ClariNet, WaveNet, Deep Voice 3, Transformer TTS and FastSpeech)

parakeet_examples

petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

ppnp

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

transformer-tts

A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"

transformertts

🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.

warp-ctc

Fast parallel CTC.