Hi Zachary, thanks for your comment. I love the AIDungeon project.This post is very outdated in terms of what I know about NLP, and I wrote it when I'd just learned about LSTMs and RNNs... but hadn't…May 5, 2021May 5, 2021
Published inTDS ArchiveFeature Visualization on Convolutional Neural Networks (Keras)What is each individual filter doing in a Convolutional Neural Network? Which kinds of images is it learning to detect? Here’s a way to…May 30, 20201May 30, 20201
Published inTDS ArchiveMarkov Chains: How to Train Text Generation to Write like George R. R. MartinFrom predictive keyboards to applications in trading and biology, Markov Chains have proven to be versatile tools.Oct 25, 2019Oct 25, 2019
Published inTDS ArchiveMapReduce in C from Scratch Using Threads: MapHadoop’s MapReduce is not just a Framework, it’s also a problem-solving philosophy.Oct 19, 2019Oct 19, 2019
Published inTDS ArchiveWhy do Neural Networks Need an Activation Function?Each layer in a Neural Network has an activation function, but why are they necessary? And why are they so important? Learn the answer…Jul 1, 20191Jul 1, 20191
Published inTDS ArchiveLSTM: How To Train Neural Networks to Write like LovecraftLSTM Neural Networks have seen a lot of use in the recent years, both for text and music generation, and for Time Series Forecasting.Jun 24, 20191Jun 24, 20191
Published inTDS ArchiveProbability Distributions Every Data Scientist Should KnowProbability Distributions are like 3D glasses. They allow a skilled Data Scientist to recognize patterns in otherwise completely random…Jun 17, 20192Jun 17, 20192
Published inTDS ArchiveConvolutional Neural Networks: an Introduction (TensorFlow Eager API)Convolutional Neural Networks are a part of what made Deep Learning reach the headlines so often in the last decade. Today we’ll train a…Jun 12, 20191Jun 12, 20191
Published inTDS ArchiveK Means Clustering with Dask (Image Filters for Cat Pictures)Applying filters to images is not a new concept to anyone. How do we make it cooler with Machine Learning?Jun 2, 2019Jun 2, 2019
Published inTDS Archive3 Machine Learning Books that Helped me Level UpThere is a Japanese word, tsundoku (積ん読), which means buying and keeping a growing collection of books, even though you don’t really read…Apr 28, 20192Apr 28, 20192
