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記事
Fraud Detection: Using Relational Graph Learning to Detect Collusion — Uber Engineering , (RGCN) .
Airflow and Ray: A Data Science Story — Ray Apache Airflow, Airflow DAG ML .
PyCaret 101 — For Beginners — PyCaret, ML .
High-Performance Speech Recognition with No Supervision at All — Facebook AI wav2vec Unsupervised (wav2vec-U), .
Introducing Orbit, An Open Source Package for Time Series Inference and Forecasting — Orbit (Object-ORiented BayesIan Time Series), , Uber Engineering.
Lessons on ML Platforms — From Netflix, DoorDash, Spotify, and More — , ML . , .
Easy MLOps with PyCaret + MLflow — PyCaret MLflow MLOps ML .
R vs Python: The Data Science Language Debate — , Data Science. .
Data Scientist vs Machine Learning Engineer Skills. Here’s the Difference — ML ? , .
AutoNLP: Automatic Text Classification with SOTA Models — AutoML, NLP .
Animating Pictures with Eulerian Motion Fields — .
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort — DatasetGAN — . .
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence — . , , .
CogView: Mastering Text-to-Image Generation via Transformers — CogView — 4 VQ-VAE, , , GAN .
GAN Prior Embedded Network for Blind Face Restoration in the Wild — , “ ” , .
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency — Twitter. , .
Full Stack Deep Learning - UC Berkeley - 2021 — . 22 .
Know Your Data — 70+ TensorFlow .
Albumentations — CV , . , , .
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