Acta Machina
Getting Started
Pandas
OpenAI Gym Pandas PyTorch Reinforcement Learning
18 April 2019
Cart Pole
Reinforcement learning using OpenAI Gym.
Pandas PyTorch RNN
28 March 2019
Solving CAPTCHA
Sequence to sequence prediction using Long Short-Term Memory (LSTM) and Connectionist Temporal Classification (CTC) loss.
Pandas PyTorch
14 March 2019
Not Hot Dog
Object recognition using transfer learning.
Pandas PyTorch
28 February 2019
Improving the Digit Classifier
Convolutional neural networks and other techniques using the MNIST dataset.
Pandas PyTorch
14 February 2019
Classifying Digits
Neural networks using the MNIST dataset.
Pandas SciKit-Learn SciPy
17 January 2019
Location, Location, Location?
Machine Learning regression using the Ames Housing dataset.
Pandas SciKit-Learn SciPy
3 January 2019
Iceberg, right ahead!
Introducing Machine Learning classification using the RMS Titanic passenger manifest.
Pandas
20 December 2018
Learning Pandas with Pokémon
Data analysis and manipulation using the Pokémon dataset.