Mike 's Projects
A Python module for extracting relevant tags from text documents.
Talk on "Tree models with Scikit-Learn: Great learners with little assumptions" presented at PyPata Paris 2015
Eliza done over dojo style
MEAN stack Map App to explore Property Taxes in NYC
A visual, technical analysis and charting (Candlestick, OHLC, indicators) library built on D3.
Technical Indicators scripts for use in Cloud9Trader charts and trading algorithms
Data Analysis, Model Building and Deploying with WML on IBM Cloud Pak for Data
An open-source social news app built with Meteor
Code for paper "Temporal Relational Ranking for Stock Prediction"
Open source software library for numerical computation using data flow graphs.
:speaker: Sample Node.js Application for the IBM Watson Text to Speech Service
Python text summarization project for computer science M.Sc.
Contains different projects related to text analysis with Python NLTK.
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
Python implementation of TextRank algorithm (https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.
Tensorflow-based Recommendation systems
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
Presentation for time series analysis
An expressive visual storytelling environment for presenting timelines on the web and in Power BI. Developed at Microsoft Research.
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
Collection of helper projects for data download and storage to Lean
An exercise in learning key web technologies using a simple trading scenario.
Trader desktop app written in angular2
Diagnostics for the trader-desktop API
Design your own Trading Strategy
This repo is using imitating learning to optimize portfolio. The code was derived from https://github.com/vermouth1992/drl-portfolio-management .
Code for treatment effect estimation
Explain your tree model with shap values efficiently