ML Wiz's repositories
Kritzman-Regime-Detection
A HMM application in Kritzman Regime Detection
-2-1-texas-hodem-cfr-implementation
This project is a simple re-implementation of counter factual regret minimization on [2-1] texas holdem poker. The Algorithm tries to achieve Nash equilibrium.
AFML
All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.
cfr-3
counterfactual regret minimization algorithm implementation for Rock Paper Scissors
create-react-app-auth-amplify
Implements a basic authentication flow for signing up/signing in users as well as protected client side routing using AWS Amplify.
cromwell
Scientific workflow engine designed for simplicity & scalability. Trivially transition between one off use cases to massive scale production environments
Deep-CFR
Scalable Implementation of Deep CFR and Single Deep CFR
deepglo
This repository contains code for the paper: https://arxiv.org/abs/1905.03806. It also contains scripts to reproduce the results in the paper.
distribkv
Distributed key-value database in Go
dl-4-tsc
Deep Learning for Time Series Classification
eiten
Statistical and Algorithmic Investing Strategies for Everyone
experiments
Code and notebooks containing my experiments in data science, EDA, visualization, and machine learning
Financial-Machine-Learning
Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado
FRB
Python Client for Interfacing with the Federal Reserve Bank of St. Louis' Economic Data API (FRED®)
GeneticAlgorithmsWithPython
source code from the book Genetic Algorithms with Python by Clinton Sheppard
Hierarchical-Image-Clustering---Unsupervised-Learning
Hierarchical Clustering of Images using python by extracting color features using Fingerprinting method
kitchensink-ml
Machine learning strategy that trains the model using "everything and the kitchen sink": fundamentals, technical indicators, returns, price levels, volume and volatility spikes, liquidity, market breadth, and more. Runs in Moonshot. Utilizes data from Sharadar and IB.
leak-detect
Detect leakages in machine learning datasets using complex numbers and NANs
markup
Determines which markup library to use to render a content file (e.g. README) on GitHub
MLSTM-FCN
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
PokerRL-Omaha
Omaha Poker functionality+some features for PokerRL Reinforcement Learning card framwork
quant
Quantitative Analysis Research see more at https://teddykoker.com
regime_changes
Capstone project utilizing time series analysis techniques for prediction of Lockheed Martin stock using regime change/state stability data for Flatiron School's Data Science program.
RLNonStationary
Demo for the application of RL to non-stationary effects
stock-analysis-engine
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
stock_cnn_blog_pub
This project is a loose implementation of paper "Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach"
strategist
Python implementation of the strategies described in the book "151 trading strategies", written by Kakushadze and Serur.
tvm-cuda-int8-benchmark
Benchmark of TVM quantized model on CUDA