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LibCity: An Open Library for Urban Spatial-temporal Data Mining
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
Version 1 of Technical Best Practices of Azure Databricks based on real world Customer and Technical SME inputs
Train a multi-label image classifier with macro soft-F1 loss in TensorFlow 2.0
The fastai book, published as Jupyter Notebooks
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
All about the fundamental blocks of TF and JAX!
This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring topics across the PySpark repos we've encountered.
Code repository for Learning PySpark by Packt
Apache Spark Connector for SQL Server and Azure SQL
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Hands-on demonstrations for data scientists exploring SageMaker
A python implementation of the DeepInsight methodology.
Microsoft Azure Security Technologies
torch-optimizer -- collection of optimizers for Pytorch
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
PyTorch experiments, demos and tutorials
Object classification with CIFAR-10 using transfer learning
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Custom implementation of EfficientDet https://arxiv.org/abs/1911.09070
A few baselines with a standard tabular model
PRML algorithms implemented in Python
A crash course in six episodes for software developers who want to become machine learning practitioners.