Daring to quantify the markets |

Artificial Intelligence

Implementing a RNN with numpy

30/06/2021

All

Improving crypto investing with Reinforcement Learning

23/06/2021

Asset Management

Automating cryptocurrencies investment

16/06/2021

All

What is Mutual Information?

31/03/2021

Artificial Intelligence

4 simple ways to label financial data for Machine Learning

17/03/2021

All

Improving time series animations in matplotlib (from 2D to 3D)

03/02/2021

All

Reinforcement Learning for Trading

16/12/2020

Asset Management

Deflated Sharpe Ratio (how to avoid been fooled by randomness)

05/11/2020

Artificial Intelligence

Clustering S&P500 using Fully Convolutional Autoencoders

14/10/2020

Python

Introduction to NLP: Sentiment analysis and Wordclouds

29/07/2020

Machine Learning

The secret sauce that makes Deep Learning frameworks so powerful

22/07/2020

Asset Management

Probabilistic Sharpe Ratio

20/05/2020

All

Understanding Neural Networks (with Graphs)

29/04/2020

All

Create your own Deep Learning framework using Numpy

26/02/2020

All

Have you tried to calculate derivatives using TensorFlow 2?

13/02/2020

All

Autoencoder based outlier detection in FOREX

15/01/2020

Machine Learning

Dimensionality reduction method through autoencoders

11/12/2019

Risk Management

Mitigating overfitting on Trading Strategies

04/12/2019

All

Awesome data visualizations

06/11/2019

Machine Learning

Encoding financial texts into dense representations

11/09/2019

Machine Learning

Outliers detection with autoencoder, a neural network

10/07/2019

Machine Learning

Generating Financial Series with Generative Adversarial Networks Part 2

24/06/2019

All

How to create calendars (in finance)

22/05/2019

Machine Learning

Learning to Rank with TensorFlow

10/04/2019

Artificial Intelligence

Ranking Quality

13/03/2019

Python

Group Funds with the Sun

05/12/2018

All

Deep Reinforcement Trading

28/11/2018

Risk Management

Estimating the probability of something that never happened

21/11/2018

All

Volcano escape with Gradient Descent

07/11/2018

All

Scaling/ normalisation/ standardisation: a pervasive question

18/10/2018

Asset Management

Erratic correlation: an illustration through Chord diagrams

03/10/2018

All

Value at Risk or Expected Shortfall

26/09/2018

All

Practical TDD and numerical precision

20/09/2018

Artificial Intelligence

Evening class imbalance before the war

12/09/2018

Python

Backtesting algorithms… with Python!

06/09/2018

All

Hierarchical Risk Parity

11/07/2018

All

Bootstrapping time series data

28/06/2018

Python

Python performance: a comparison

18/04/2018

Artificial Intelligence

Isolation forest: the art of cutting off from the world

04/04/2018

Python

Demystifying the Hurst exponent

14/03/2018

Asset Management

The Kelly criterion

14/02/2018

Python

When distance is the issue

24/01/2018

Artificial Intelligence

Forecasting S&P 500 using Machine Learning

20/12/2017

Python

Hierarchical clustering of Exchange-Traded Funds

13/12/2017

Python

Risk Parity in Python

08/11/2017

All

World connections using financial indexes

11/10/2017

Python

Calculate monthly returns…with Pandas

27/09/2017

Asset Management

How to… use bootstrapping in portfolio management

29/03/2017

All

Learning with kernels: an introductory approach

28/09/2016

All

Euro Stoxx Strategy with Machine Learning

15/07/2016

All

Autoregressive model in S&P 500 and Euro Stoxx 50

31/03/2016

Python

Prices convolution, a practical approach

17/06/2015