[ICML 2019] Reading list of accepted papers
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 10
May the Fourth: VADER for Credit Sentiment?
First experiment with Snorkel Metal – Credit Sentiment on DataGrapple blogs
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 9
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 8
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 7
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 6
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 5
[Paper] A Backtesting Protocol in the Era of Machine Learning
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 4
[Book] The UnRules - Man, Machines and the Quest to Master Markets
Hierarchical Risk Parity - Implementation & Experiments (Part II)
Network-based vs. Minimum Variance portfolios: Any deep connections?
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 3
How to sample uniformly over the space of correlation matrices? The onion method
Hierarchical Risk Parity - Implementation & Experiments (Part I)
[Book] Neural Network Methods for Natural Language Processing
``Combination of Rankings’’ - The Stationary Distribution
``Combination of Rankings’’ - The Full Coverage Case
[Bloomberg Meetup] The Forefront of Technologies in Finance
A Monte Carlo study of the ``Combination of Rankings’’ methods
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 2
Combination of Rankings - A Proper Merging of Experts Views
[HKML] Hong Kong Machine Learning Meetup Season 1 Episode 1
[ICML 2018] Retrospectives
[ICML 2018] Day 4 - Time-Series Analysis, NLP, and More Human-like Learning Machines
[ICML 2018] Day 3 - Energy, GANs, Rankings, Curriculum Learning, and our paper
[ICML 2018] Day 2 - Representation Learning, Networks and Relational Learning
[ICML 2018] Day 1 - Tutorials
On the difficulty of reading numbers in different languages
In this short blog, we apply the fast style transfer as implemented in tensorflow/magenta.
How to compute the Planar Maximally Filtered Graph (PMFG)
Deflated Sharpe Ratio
Following my blog post Download & Play with Cryptocurrencies Historical Data in Python, I got several times questions on how to get the historical data. ...
I recently got a Garmin Forerunner 935 (advised by a good friend of mine). After using it for two months, I can say that I’m happy with it so far. It has lot...
AQR has released an implementation of the well-known academic factors in its AQR Data Library:
Here a tentative of a list of interesting blogs to keep up with quant best practices to study financial markets. I hope that my readers will help me curate t...
Here are the slides. The PhD studies were generously funded by Hellebore Capital.
In this blog, we provide a snippet of code to explore the dependence between two variables. We illustrate its use on visualizing the dependence between a few...
Following the Ecole Polytechnique - Data Science Summer School where I got several times questions about how I produced the sorted correlation matrices disp...
[Field report] Data Science Summer School at Ecole Polytechnique (with Bengio, Russell, Bousquet, Archambeau and others)
September 2, 2017
A small field report with personal viewpoint about the Data Science Summer School (Ecole Polytechnique) Monday, Aug. 28 – Friday, Sept. 1, 2017.
To access the CryptoCompare public API in Python, we can use the following Python wrapper available on GitHub: cryCompare.
import numpy as np import scipy import pandas as pd import matplotlib.pyplot as plt %matplotlib inline import seaborn as sns import json from datetime import...
My colleague, Mikolaj Binkowski, at Hellebore Capital was at the 34th International Conference on Machine Learning ICML 2017 in Sydney to represent the comp...
In this small study, we use hierarchical clustering techniques to explore the structure of correlations between US stocks. To do so, we first download a data...
For the last few days, ETH has lost 1/3 of its value with -20% several days in a row. We update the initial study with up-to-date data to take into account t...
In this introduction notebook, we simply displayed the distribution of the returns and see that tails are heavy, meaning that standard quant models cannot be...
I attended this evening the June Ethereum London Meetup at Imperial College (I have been there a couple of times before). Imperial College’s big amphitheater...
What are Swap Data Repositories?