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Hi there šŸ‘‹ my name is Felix Navas

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My Plan for 2020 finally for private purposes to use Github again and to write all milestones into my profile and to contribute again in Github.

Technical goals: - Python 3.8 - Google Colab jupyter notebooks - find useful Github plugins for this kind of work

  1. FastAI
    • book "deep learning for coders with fastai and pytorch"
    • documentation
  2. Pytorch
    • book "Deep Learning with PyTorch-Manning Publications (2020)"
    • deeplizard
    • documentation
  3. Huggingface
    • book "getting things done with pytorch"
    • documentation
  • šŸ”­ Iā€™m currently working on FastAI tutorial to include everything in colab notebooks

Felix Navas's Projects

boilerplate icon boilerplate

Die Boilerplate fuer das Projekt (Fork, Feature Branch und Pull Request)

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

preprocessor_ml icon preprocessor_ml

Preprocessor for files to convert pdf, images and also other file types. But at first the focus is of images and pdfs.

sky2107 icon sky2107

Curriculum journey for the next years in AI and Software techniques

youtube icon youtube

Any general files related to the AngelSix YouTube channel

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