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Articles

All the articles and code example published so far:

Machine Learning articles / General-purpose algorithms

  • Some notes on the high level structure of the nanoGPT model
  • Multiclass classification in PyTorch - example
  • plc_script - tiny programming language written from scratch
  • Basic 3D renderer in Python
  • Unique paths in a grid - a dynamic programming example
  • Permutations generator in Python
  • Generative Adversarial Network - an example in Keras (Python)
  • Convolutional Neural Network - an example in Keras (Python)
  • Remove invalid parentheses problem - Python solution
  • Generating word embeddings using a Skip-gram based neural network in Python
  • Building a simple recurrent neural network (RNN) in Python from scratch
  • Rejection sampling example in Python
  • Lucas-Kanade algorithm implementation in Python from scratch
  • Flood fill algorithm in Python
  • Integer division algorithm using bitwise operators in Python
  • Using SVD in Python
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