Keras Leaderboard from Strata AI
Back in April 2019, I gave a presentation at Strata AI on a prototype API to track model development metadata for reproducibility using a simple 3-layer 2D CNN for a basic image classification
Recent posts
Organizing files in train/test directories
For a prototype model I'm writing that involves a multi-class problem with facial images, I've found the need to use some basic Python code to organize my image files and partition them into
Exploring Different Data Preprocessing Methods for LSTMs
I tend to focus a lot on how the data is wired, snipped, and prepared for models. I think the preprocessing steps of data lay the foundations by which all models are built
Setting up the NVIDIA Jetson TX2
I'm starting to do a lot more with GPUs. At my company, I'm one over several data scientists that routinely access our cluster of 4 Titan cards. It's an older cluster, but we're
RegEx and News APIs
It's been a very long time since my last blog post, although I've been updating this one http://tm3.ghost.io/2017/10/12/kibana-dashboard-for-amazon-food-reviews/, as recently as yesterday under the "Troubleshooting&
Basic `scp` command to up/download
Fantastic! You finally followed all the tutorials and stood up your first Amazon AMI Deep Learning Notebook. https://aws.amazon.com/blogs/machine-learning/get-started-with-deep-learning-using-the-aws-deep-learning-ami/ https://livebook.manning.com/#!/book/deep-learning-with-python/appendix-b https://kenophobio.