Arman Didandeh's Projects
๐งช Simple data science experimentation with jupyter, papermill, mlflow.
d3 demos for pheno project
This is the Plato Research Dialogue System, a flexible platform for developing conversational AI agents.
Portfolio website
Compute a stress test using the Predictive Market Scenario service and Simulated Instrument Analytics service on a set of investments maintained in the Investment Portfolio service, and then narrate the results using the Arria NLG service.
Source code for my blog post about "How to predict the success of your marketing campaign"
Repo for Udacity's Secure & Private AI course
An example project to demonstrate how to enhance a profile picture upload with the Google Face Recognition API
A library for encrypted, privacy preserving deep learning
Download the SEC fillings index from EDGAR since 1993
How to use Python to understand data and transform the data into a tidy format ready to be used for modelling and visualisation.
PyTorch implementations of Generative Adversarial Networks.
Example custom model image trainable and distributable via AWS SageMaker
Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training
Frontend for the ML application
Using Machine Learning Algorithms to predict housing price in GTA, Canada
Learning about and doing projects with recurrent neural networks
experiments with Sankey diagrams
Graph analytics of a collection of scientific papers
Download all companies periodic reports, filings and forms from EDGAR database.
Voice-controlled Home Automation Using IBM Watson Services & IBM Cloud Functions
A unified approach to explain the output of any machine learning model.
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
Python Library for Model Interpretation/Explanations