PinnedSam BlackinTowards Data ScienceDeep Convolutional Networks for Monocular Velocity EstimationMaking convnets “chill”6 min read·Dec 28, 2020----
Sam BlackWriting Custom Functions in PyTorchUsing C++ and CUDA Extensions to write high performance kernels in PyTorch2 min read·Feb 15, 2021--1--1
Sam Black‘Online’ Kalman Filters for Streaming IoT DataApplying Kalman Filters to real-time streaming data3 min read·Jan 11, 2021--2--2
Sam BlackIdentifying and Quantifying Trends in Time Series Data using the Mann-Kendall TestIdentify the trend in univariate time series data using statistics!3 min read·Dec 17, 2020--1--1
Sam BlackUsing BERT Sentence Embeddings, T-SNE and K-Means to Visualize and Explore StatementsA visual method for exploring natural clusters in transcribed speeches3 min read·Dec 14, 2020----
Sam BlackinTowards Data ScienceHow to Prioritize and Execute your Machine Learning ResearchA summary of how to get it done: taking ideas and putting them into production7 min read·Dec 8, 2020--1--1
Sam BlackinTowards Data ScienceAn Information Theoretic Approach to Quantify the Information in StatementsUsing information theory on natural language6 min read·Dec 8, 2020----
Sam BlackinTowards Data ScienceHigh Performance Distributed Deep Learning with multiple GPUs on Google Cloud Platform — Part 2A short primer on scaling up your deep learning to multiple GPUs4 min read·Dec 2, 2020----
Sam BlackinTowards Data ScienceHigh Performance Distributed Deep Learning with multiple GPUs on Google Cloud Platform — Part 1Part 1 of short series outlining how to scale up your machine learning experiments to multiple GPUs6 min read·Nov 22, 2020----
Sam BlackinTowards Data ScienceWhat’s happening in my LSTM layer?A detailed explanation of the exact transformations and operations that happen in LSTM layers4 min read·Nov 20, 2020--1--1