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Studying ANNs
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Studying ANNs

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Synopsis

Gabriele has a curiosity that's hard to appease. Since a early age he's always been intrigued by Science and Nature and wanted to know more about its fundamental laws. Together with his taste for abstraction as a way to find order and rigour in things, he embarked on an adventure to learn about Physics and Mathematics. He likes Technology very much too, a trait you could have guessed if you had the chance to see him crack open any gizmos he came across to see what was inside and understand how they worked.

Changelog

2016 - Upgrade to PhD Pure Mathematics

2011 - Upgrade to MSc Theoretical Physics

2009 - Upgrade to BSc Physics

1987 - Initial release

Publications

A list of all my academic publications can be found on arxiv.org.

I maintain The Hub of Heliopolis, a blog where I collect the notes of my experiments with technology.

I'm also the author of the following books

Main Projects

Currently, my main project is Austin, a frame stack sampler for CPython which can be used to build powerful statistical profilers for Python applications that don't require instrumentation and have minimal impact on the application runtime, making it ideal for profiling in production.

Contributions

My work on Austin is helping developing the profiling interface of Python. See my contributions to CPython for more details.

Growth

I always wanted to learn about Machine Learning and in 2018 I started exploring its mathematical fundamentals. You can find my personal take in my book The Mathematical Foundations of Machine Learning.

My project Marvin collects some code that I wrote as part of my experiments and applications of ML techniques that I have used to solve certain problems.

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Pinned

  1. austin Public

    Python frame stack sampler for CPython

    C 803 25

  2. The top-like text-based user interface for Austin

    Python 554 12

  3. Python Performance Testing with Austin

    Python 113 1

  4. Python wrapper for Austin, the CPython frame stack sampler.

    Python 15 2

  5. blighty Public

    Desktop Widget Manager. Think of conky, but with Python instead of Lua.

    Python 9 3

  6. marvin Public

    Marvin is a collection of machine learning utilities for Python 3.6+

    Python 4

1,369 contributions in the last year

Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Mon Wed Fri

Contribution activity

April 2022

Created 2 commits in 1 repository

Created a pull request in DataDog/dd-trace-py that received 3 comments

test: run pytest as a module

Running pytest as an entry point in tox started causing import errors. Running it as a module fixes this. Checklist Added to the correct milestone.

+25 โˆ’25 3 comments
Opened 1 other pull request in 1 repository
DataDog/dd-trace-py 1 merged