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mlopt

The Machine Learning Optimizer

ml_project

ml_projects

nvim_config

NeoVim config for python

optimizer

parallel_envs

pipeline-oriented-analytics

Tutorial demonstrating pipeline-oriented approach in data analytics

polars-crypto-application

Repository created as part of a blogpost series on cryptocurrencies and Polars

popt

Portfolio optimization

popt_performance

Dashboard to see the portfolio evolution and it's metrics

portfolio-management

Repository for portfolio management using Pytorch, SQLAlchemy and XArray. The management is done using the reinforcement learning algorithm "Soft Actor-Critic".

portfolio-optimization

portfolio-optimization-deep-learning

Mean-Variance Optimization using DL (pytorch)

portfolio_app

Application to deploy the Machine Learning model for asset allocation

pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

python-algorithmic-trading

python_portfolio__var_tool

Python-based portfolio / stock widget which sources data from Yahoo Finance and calculates different types of Value-at-Risk (VaR) metrics and many other (ex-post) risk/return characteristics both on an individual stock and portfolio-basis, stand-alone and vs. a benchmark of choice (constructed with wxPython)

q-trader

Deep Q-learning driven stock trader bot

qtrader

Reinforcement Learning for Portfolio Management

qtrader-1

A Light Event-Driven Algorithmic Trading Engine

quantresearch

Quantitative analysis, strategies and backtests

quanttrader

Backtest and live trading in Python

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rfm

Recency Frequency Monetary Calculation in Spark Scala

sec-edgar-financials

Extract financial data from the SEC's EDGAR database

spark-tutorial

PySpark Streaming vs Batch Tutorial

starting_with_python

Python tutorial

tick

Command line and GTK stock and cryptocurrency portfolio tracker.

time_series_prediction_with_python

Trying several methods for time series prediction.

titanic_model

Titanic model