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Technical Notes from a Data Geek.

  • Apr 4
    Custom Image Augmentation with Keras

    Solving CIFAR-10 with Albumentations and TPU on Google Colab
  • Mar 30
    UMAP on RAPIDS (15x Speedup)

    Exploring the new GPU acceleration library from NVIDIA
  • Mar 26
    Use NVIDIA Apex for Easy Mixed Precision Training in PyTorch

    Does it benefits those who still use Pascal consumer cards?
  • Feb 15
    Multilingual Similarity Search Using Pretrained Bidirectional LSTM Encoder

    Evaluating LASER (Language-Agnostic SEntence Representations)
  • Feb 10
    News Topic Similarity Measure using Pretrained BERT Model

    Utilizing Next Sentence Predictions. No Fine-tuning Required.
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