Hi all ! This post is to celebrate 10 years of blogging with an average of 1 post per month. It was a quite cool adventure !

Here is the full table of contents for those interested:

• The geometry of data: the missing metric tensor and the Stein score [Part II] (11/12/2024)
• Torch Titan distributed training code analysis (8/21/2024)
• Memory-mapped CPU tensor between Torch, Numpy, Jax and TensorFlow (8/13/2024)
• Generalisation, Kant’s schematism and Borges’ Funes el memorioso – Part I (6/9/2024)
• [pt-br] Dados das enchentes no Rio Grande do Sul (RS) em 2024 (5/6/2024)
• PyTorch 2 Internals – Talk (12/11/2023)
• Thoughts on Riemannian metrics and its connection with diffusion/score matching [Part I] (9/26/2023)
• Large language model data pipelines and Common Crawl (WARC/WAT/WET) (6/3/2023)
• Feste: composing NLP tasks with automatic parallelization and batching (3/9/2023)
• Couple of recent publications in uncertainty estimation and autonomous vehicles (11/10/2022)
• Tutorial on using LLVM to JIT PyTorch fx graphs to native code (x86/arm/risc-v/wasm) (Part I – Scalars) (9/1/2022)
• Arduino WAN, Helium network and cryptographic co-processor (1/13/2022)
• Episuite: epidemiology in Python (3/21/2021)
• Talk: Gradient-based optimization for Deep Learning (11/22/2020)
• Visualizing sample simplex trajectories in Deep Learning (9/19/2020)
• A new professional ethics: Karl Popper and Xenophanes’ epistemology (9/13/2020)
• Talk: Bayesian modelling for COVID-19 seroprevalence studies (6/22/2020)
• COVID-19 Analysis: Symptom onset to confirmation delay estimation for states in Brazil (5/19/2020)
• Nota sobre o estudo da UFPel no Rio Grande do Sul (4/29/2020)
• COVID-19 Analysis: ICU occupancy forecasting for Portugal (4/8/2020)
• First early R0 estimate for Portugal COVID-19 outbreak (3/14/2020)
• Gandiva, using LLVM and Arrow to JIT and evaluate Pandas expressions (1/19/2020)
• Listening to the neural network gradient norms during training (8/4/2019)
• Visualizing network ensembles with bootstrap and randomized priors (7/20/2019)
• Uncertainty Estimation in Deep Learning (PyData Lisbon / July 2019) (7/18/2019)
• Numpy dispatcher: when Numpy becomes a protocol for an ecosystem (7/6/2019)
• Benford law on GPT-2 language model (6/14/2019)
• Randomized prior functions in PyTorch (3/24/2019)
• PyData Montreal slides for the talk: PyTorch under the hood (2/26/2019)
• 10 years of blogging ! (1/16/2019)
• A sane introduction to maximum likelihood estimation (MLE) and maximum a posteriori (MAP) (1/2/2019)
• Introducing EuclidesDB – A machine learning feature database (11/27/2018)
• Time Maps: visualizing discrete events from Brazilian presidential election candidates (10/31/2018)
• Análise bayesiana dos microdados do ENEM do Rio Grande do Sul (10/28/2018)
• Benford’s law emerges from deep language model (10/18/2018)
• PyTorch 1.0 tracing JIT and LibTorch C++ API to integrate PyTorch into NodeJS (10/2/2018)
• Concentration inequalities – Part I (8/23/2018)
• NLP word representations and the Wittgenstein philosophy of language (5/23/2018)
• PyTorch – Internal Architecture Tour (3/12/2018)
• Privacy-preserving sentence semantic similarity using InferSent embeddings and secure two-party computation (1/22/2018)
• New prime on the block (1/4/2018)
• The effective receptive field on CNNs (11/12/2017)
• Benford’s law – Index (11/6/2017)
• The same old historicism, now on AI (7/30/2017)
• Introduction to Word Embeddings (2/8/2017)
• Nanopipe: connecting the modern babel (10/17/2016)
• JIT native code generation for TensorFlow computation graphs using Python and LLVM (8/22/2016)
• Convolutional Neural Networks – Architectural Zoo (6/2/2016)
• Voynich Manuscript: word vectors and t-SNE visualization of some patterns (1/16/2016)
• Convolutional hypercolumns in Python (1/11/2016)
• Convolutional Neural Networks Presentation (10/15/2015)
• Deep learning – Convolutional neural networks and feature extraction with Python (8/19/2015)
• Google’s S2, geometry on the sphere, cells and Hilbert curve (8/14/2015)
• Luigi’s Codex Seraphinianus deep learning dreams (8/11/2015)
• Real time Drone object tracking using Python and OpenCV (1/26/2015)
• Arduino and OLED display to monitor Redis for fun and profit (1/14/2015)
• Recebendo dados de baloes meteorologicos da Aeronautica (7/28/2014)
• Simple and effective coin segmentation using Python and OpenCV (6/22/2014)
• Despesas de Custeio e Lei de Benford (6/9/2014)
• Universality, primes and space communication (1/9/2014)
• The beauty of Bitcoin P2P network (12/13/2013)
• Protocoin – a pure Python Bitcoin protocol implementation (11/22/2013)
• Mapa de calor dos dados de acidentes de transito do DataPoa (11/16/2013)
• Book Suggestion: Codex Seraphinianus (11/5/2013)
• Machine Learning :: Cosine Similarity for Vector Space Models (Part III) (9/12/2013)
• Rastreamento em tempo real de avioes em Porto Alegre utilizando Raspberry Pi + Radio UHF (SDR RTL2832U) (2/5/2013)
• Raspberry Pi & Arduino: a laser pointer communication and a LDR voltage sigmoid (8/19/2012)
• Genetic Programming and a LLVM JIT for restricted Python AST expressions (8/15/2012)
• Raspberry Pi no Brasil (8/2/2012)
• Review Board – Review Requests plotting using Python (7/7/2012)
• Accessing HP Cloud OpenStack Nova using Python and Requests (2/2/2012)
• Announce: Stallion v0.2 released ! (12/15/2011)
• Announce: ‘Stallion’ – Python Package Manager (12/4/2011)
• Hacking into Python objects internals (11/23/2011)
• C++11 user-defined literals and some constructions (11/21/2011)
• Machine Learning :: Text feature extraction (tf-idf) – Part II (10/3/2011)
• Machine Learning :: Text feature extraction (tf-idf) – Part I (9/18/2011)
• The Interactive Robotic Painting Machine ! (8/17/2011)
• Pyevolve – new repository at Github (8/10/2011)
• News: Algorithm searches for models that best explain experimental data (8/2/2011)
• C++0x :: Introduction to some amazing features (7/28/2011)
• The bad good news for optimization (7/16/2011)
• Hiatus (5/20/2011)
• PyCon 2011: Genetic Programming in Python (3/14/2011)
• Using pyearthquake to plot Japan USGS earthquake data into the near real-time MODIS satellite imagery (3/12/2011)
• Invite: PyCon US 2011 – Genetic Programming in Python (3/9/2011)
• Health and Genetic Algorithms (2/4/2011)
• Google Analytics Visualization (2/2/2011)
• Darwin on the track (11/19/2010)
• Capturing and comparing writers profiles through Markov chains (9/28/2010)
• PyOhio 2010: Genetic Programming in Python (8/31/2010)
• New SIGEVOlution Volume 5 Issue 1 (5/27/2010)
• The future can be written in RPython now (5/24/2010)
• Pyevolve 0.6rc1 released ! (4/25/2010)
• Riemann Zeta function visualizations with Python (2/20/2010)
• New issue of SIGEVOlution (Volume 4 Issue 3) (2/17/2010)
• News: Using genetic algorithms to optimise current and future health planning (1/28/2010)
• New issue of SIGEVOlution, Volume 4 Issue 2 (1/18/2010)
• Exploring real-time Haiti USGS Earthquake data with near real-time MODIS Aqua+Terra satellite imagery using Python (1/16/2010)
• Pyevolve in action, solving a 100 cities TSP problem (12/17/2009)
• A method for JIT’ing algorithms and data structures with LLVM (11/22/2009)
• Pyevolve on SIGEVOlution (11/9/2009)
• Pyevolve benchmark on different Python flavors (10/19/2009)
• Successful pyevolve multiprocessing speedup for Genetic Programming (10/11/2009)
• Meanwhile, at the Hall of Justice! (10/5/2009)
• Beautiful Django (10/1/2009)
• On the irreversibility of evolution (9/27/2009)
• New SIGEvolution issue – Volume 3 Issue 4! (9/22/2009)
• n-queens problem using Pyevolve (9/19/2009)
• Word is smart, but OpenOffice is wise (9/18/2009)
• Send Subversion commit messages to Twitter (8/12/2009)
• An analysis of Benford’s law applied to Twitter (8/11/2009)
• Announce: python-gstringc 1.0 (8/8/2009)
• Pyevolve: announce of the user group (8/4/2009)
• GLib GString wrapper for Python (8/4/2009)
• Jinja2 in a Java JSP (7/29/2009)
• Approximating Pi number using Genetic Programming (7/22/2009)
• Genetic Programming and Flex layouts (6/29/2009)
• FISL 10 – “Forum Internacional de Software Livre” (6/25/2009)
• Benford’s Law and the Iran’s election (6/17/2009)
• Genetic Programming meets Python (6/8/2009)
• The Darwin’s cake experiment (6/7/2009)
• Prime Numbers and the Benford’s Law (5/9/2009)
• Evolving autopilots could boost space slingshots (5/7/2009)
• Pyevolve: Sourceforge.net Nomination (5/6/2009)
• ‘Evolutionary Algorithms’ Mimic Natural Evolution In Silico And Lead To Innovative Solutions For Complex Problems (5/6/2009)
• Pyevolve: Genetic Algorithms + Interactive Mode (4/27/2009)
• Delicious.com, checking user numbers against Benford’s Law (4/24/2009)
• Benford’s Law meets Python and Apple Stock Prices (4/23/2009)
• More Twitter 3D videos (4/23/2009)
• Digital Archeology Reveals Dinosaur Details using Genetic Algorithms (4/15/2009)
• Evolutionary Computation (4/14/2009)
• Computação Evolutiva (4/14/2009)
• Computer Program Self-Discovers Laws of Physics (4/5/2009)
• Pyevolve: LaTeX documentation (3/31/2009)
• TSP on Nokia N73 using PyS60 and Pyevolve (3/25/2009)
• Good news for Python community (3/25/2009)
• Genetic Algorithms on cellphones ! Pyevolve on Nokia N73 (Symbian + PyS60) (3/21/2009)
• Happy Birthday Genetic Argonaut ! (3/20/2009)
• Travelling Salesman on Sony PSP using Stackless Python + Pyevolve (3/10/2009)
• Google Search Insight for GA and GP (3/9/2009)
• Rosenbrock’s banana function and friends (3/6/2009)
• Considerations regarding Karl Popper’s philosophy of science and Evolutionary Algorithms (3/4/2009)
• Pyevolve on Sony PSP ! (genetic algorithms on PSP) (3/3/2009)
• Pyevolve: the effect of Linear Scaling (3/2/2009)
• Python: 3D real-time debugging and function call structure (2/25/2009)
• Twitter in 3D ! (2/22/2009)
• Genetic Algorithms help us to understand how we see (2/16/2009)
• Good news: IronPython and Jython compatibility ! (2/16/2009)
• Pyevolve profiling dot graph (2/14/2009)
• Considerações sobre a filosofia da ciência de Karl Popper e Algoritmos Evolutivos (2/13/2009)
• The Pyevolve Interactive Mode on Mac OS (2/12/2009)
• Happy Darwin day ! (2/12/2009)
• Python: acessing near real-time MODIS images and fire data from NASA’s Aqua and Terra satellites (2/11/2009)
• Considerações sobre o determinismo e livre-arbítrio para uma futura e distante ciência (2/9/2009)
• Pyevolve: work on the distributed Genetic Algorithm support (2/7/2009)
• A beautiful example of cooperation between theory and experiment, the new Boron form (2/7/2009)
• The new Pyevolve blog site (2/7/2009)