In this page I list useful resources that I encountered during my research recently.

Python Programming

  1. Google Colab
  2. Anaconda
  3. Visual Studio Code

Deep Learning

Neural Networks Tutorials, Blogs and Tools

  1. Chris Olah’s Blog
  2. Andrej Karpathy’s Blog
  3. Jürgen Schmidhuber’s AI Blog

AI-based Drug Discovery

  1. Solab resources
  2. ColabFold (Protein Structure Prediction)
  3. ProteinMPNN (Protein Sequence Design)

Deep Reinforcement Learning and Robotics

Reinforcement Learning Tools

  1. Open AI Gym Baselines
  2. David Ha’s blog

Speech Synthesis and Natural Language Processing

Speech Synthesis Blogs

  1. Speech Zone

Speech Processing Tools

  1. MFCCs Tutorial
  2. WER Calculation

Brazilian Portuguese Speech Datasets

  1. Igor’s Github
  2. Edresson’s Github
  3. THLS dataset

Updated July 2022