PinnedPublished inTowards Data ScienceDeep Convolutional Networks for Monocular Velocity EstimationMaking convnets “chill”Dec 28, 2020Dec 28, 2020
Writing Custom Functions in PyTorchUsing C++ and CUDA Extensions to write high performance kernels in PyTorchFeb 15, 20211Feb 15, 20211
‘Online’ Kalman Filters for Streaming IoT DataApplying Kalman Filters to real-time streaming dataJan 11, 20211Jan 11, 20211
Identifying and Quantifying Trends in Time Series Data using the Mann-Kendall TestIdentify the trend in univariate time series data using statistics!Dec 17, 20201Dec 17, 20201
Using BERT Sentence Embeddings, T-SNE and K-Means to Visualize and Explore StatementsA visual method for exploring natural clusters in transcribed speechesDec 14, 2020Dec 14, 2020
Published inTowards Data ScienceHow to Prioritize and Execute your Machine Learning ResearchA summary of how to get it done: taking ideas and putting them into productionDec 8, 20201Dec 8, 20201
Published inTowards Data ScienceAn Information Theoretic Approach to Quantify the Information in StatementsUsing information theory on natural languageDec 8, 2020Dec 8, 2020
Published inTowards 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 GPUsDec 2, 2020Dec 2, 2020
Published inTowards 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 GPUsNov 22, 2020Nov 22, 2020
Published inTowards Data ScienceWhat’s happening in my LSTM layer?A detailed explanation of the exact transformations and operations that happen in LSTM layersNov 20, 20201Nov 20, 20201
