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T. @ Techtonique
@teeeeeeeee.bsky.social
57 followers 14 following 3.9K posts
tech, stats, machine learning, computer simulation, numerical optimization

https://www.techtonique.net/
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unifiedml: A Unified Machine Learning Interface for R, is now on CRAN + Discussion about AI replacing humans

https://thierrymoudiki.github.io/blog/2025/11/16/r/unifiedml

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 10:55 PM
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(News from) forecasting in Python with ahead (progress bars and plots)

https://thierrymoudiki.github.io/blog/2023/09/18/python/forecasting/ahead-python-progress-plots

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 10:51 PM
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Model calibration with `crossval`

https://thierrymoudiki.github.io/blog/2019/10/04/r/crossval-1

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 10:08 PM
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Backpropagating quasi-randomized neural networks

https://thierrymoudiki.github.io/blog/2025/06/23/python/backprop-qrnn

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 10:05 PM
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Comparing and explaining model predictions with the teller

https://thierrymoudiki.github.io/blog/2019/11/15/explainableml/the-teller-3

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 9:13 PM
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Forecasting with `ahead`

https://thierrymoudiki.github.io/blog/2021/10/15/r/misc/ahead-intro

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 9:12 PM
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A Machine Learning workflow using Techtonique

https://thierrymoudiki.github.io/blog/2022/06/06/python/lsboost/explainableml/mlsauce/techtonique-workflow

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 8:13 PM
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Beyond Nelson-Siegel and splines: A model-agnostic Machine Learning framework for discount curve calibration, interpolation and extrapolation

https://thierrymoudiki.github.io/blog/2025/06/07/r/python/beyond-nelson-siegel

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 8:10 PM
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Word-Online: re-creating Karpathy's char-RNN (with supervised linear online learning of word embeddings) for text completion

https://thierrymoudiki.github.io/blog/2025/03/08/r/python/llms/word-online

#Techtonique #DataScience #Python #rstats #MachineLearning
November 23, 2025 at 7:07 PM
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learningmachine for Python (new version)

https://thierrymoudiki.github.io/blog/2024/07/15/python/learningmachine-python

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 5:18 PM
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Calling =TECHTO_MLCLASSIFICATION for Machine Learning supervised CLASSIFICATION in Excel is just a matter of copying and pasting

https://thierrymoudiki.github.io/blog/2025/07/07/r/python/techto-ml-classif

#Techtonique #DataScience #Python #rstats #MachineLearning
November 23, 2025 at 5:09 PM
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A classifier that's very accurate (and deep)

https://thierrymoudiki.github.io/blog/2023/11/12/python/r/quasirandomizednn/nnetsauce-deep-lazy

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 2:25 PM
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Bayesian forecasting for uni/multivariate time series

https://thierrymoudiki.github.io/blog/2020/12/04/r/quasirandomizednn/bayesian-forecasting

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 2:06 PM
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Introducing the teller

https://thierrymoudiki.github.io/blog/2019/11/01/explainableml/the-teller-1

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 11:25 AM
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mlsauce's `v0.12.0`: prediction intervals for LSBoostRegressor

https://thierrymoudiki.github.io/blog/2024/04/15/python/lsboost-conformal

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 11:20 AM
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Probability of receiving a loan; using learningmachine

https://thierrymoudiki.github.io/blog/2024/05/12/python/r/learningmachine-credit

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 23, 2025 at 8:15 AM
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Word-Online: re-creating Karpathy's char-RNN (with supervised linear online learning of word embeddings) for text completion

https://thierrymoudiki.github.io/blog/2025/03/08/r/python/llms/word-online

#Techtonique #DataScience #Python #rstats #MachineLearning
November 23, 2025 at 8:15 AM
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Beyond ARMA-GARCH: leveraging any statistical model for volatility forecasting

https://thierrymoudiki.github.io/blog/2025/06/21/r/python/beyond-garch-statistical

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 22, 2025 at 10:38 PM
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Prediction intervals for nnetsauce models

https://thierrymoudiki.github.io/blog/2019/10/18/quasirandomizednn/nnetsauce-prediction-intervals

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 22, 2025 at 10:33 PM
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A new version of nnetsauce (randomized and quasi-randomized 'neural' networks)

https://thierrymoudiki.github.io/blog/2023/04/02/python/r/quasirandomizednn/nnetsauce-python-only

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 22, 2025 at 9:51 PM
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Calling =TECHTO_RESERVING and =TECHTO_MLRESERVING for claims triangle reserving in Excel is just a matter of copying and pasting

https://thierrymoudiki.github.io/blog/2025/07/05/r/python/techto-reserving

#Techtonique #DataScience #Python #rstats #MachineLearning
November 22, 2025 at 9:46 PM
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Simulating Stochastic Scenarios with Diffusion Models: A Guide to Using techtonique.net's API for the purpose

https://thierrymoudiki.github.io/blog/2025/05/29/r/python/techtonique/esgtoolkit-techtonique-api

#Techtonique #DataScience #Python #rstats #MachineLearning
November 22, 2025 at 8:52 PM
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Forecasting in Python with ahead

https://thierrymoudiki.github.io/blog/2023/09/11/python/forecasting/ahead-python

#Techtonique #DataScience #Python #rstats #MachineLearning
November 22, 2025 at 8:51 PM
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News from ESGtoolkit, ycinterextra, and nnetsauce

https://thierrymoudiki.github.io/blog/2022/04/04/python/r/misc/packages-news

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 22, 2025 at 7:55 PM
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Adaptive (online/streaming) learning with uncertainty quantification using Polyak averaging in learningmachine

https://thierrymoudiki.github.io/blog/2024/09/10/python/r/adaptive-polyak

#Techtonique #DataScience #Python #rstats #MachineLearning
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November 22, 2025 at 7:50 PM