Repository Index

a nose plugin for finding and running IPython notebooks as nose tests

Code repository for The Automation Ahead series, showcasing practical examples for GenAI-driven automation in investments. Each installment dives into specific tools, techniques, and use cases to help professionals assess and apply GenAI effectively.

• data-science
• deep-learning
• finance
• financial-data

SplineDist: Automated Cell Segmentation with Spline Curves

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

• epigenomics
• pattern-search
• data-visualization
• interactive-machine-learning

Research experiments exploring uncommon quant techniques.

• analysis
• jupyter-notebook
• python
• quant

Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.

• stft
• hanning-window
• laplace-transform
• fft

Machine learning for Analysis of Proteomics in Spatial biology - Nature Communications

• cell-annotation
• multiplexed-imaging
• mpif

Jupyterlab extension to show notebook cell completion notifications

• jupyter
• jupyterlab
• browser-notifications
• jupyterlab-extension

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

• fine-tuning
• vgg16
• resnet18
• densenet121

Open Matrix (OMX)

• omx
• matrix-data
• open-data
• travel-modeling

Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.

• ios
• coreml
• coreml-framework
• swift

💸 Papers and Code Implements for Quantitative-Trading

A simple data project for Steam data

• steam
• steam-data
• steam-api
• python

Various examples of notebooks for working with web archives with the Archives Unleashed Toolkit, and derivatives generated by the Archives Unleashed Toolkit.

• notebooks
• pyspark-notebook
• juypter-notebook
• spark

Exploring the space of drug combinations to discover synergistic drugs using Active Learning

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

• tensorflow
• tensorflow2
• watermarking
• neural-network

A GTFS-based data transit network data standard suitable for dynamic transit modeling.

A coding exercise: let's convert dirty machine learning code into clean code using a Pipeline - which is the Pipe and Filter Design Pattern applied to Machine Learning.

Display Youtube metrics using Google API and MicroPython

• esp32
• micropython
• micropython-esp32
• tft

:snake: Python Implementation for KITTI Scan Unfolding

• kitti
• python
• scan-unfolding
• projection

An Icon classifier made with TFLite Model Maker and deployed to Android with ML Model Binding.

• tensorflow-lite
• tflite
• computer-vision
• deep-learning

🗺 General purpose U-Network implemented in Keras for image segmentation

• tensorflow
• cv
• cnn
• dnn