03 Jan 2022 » Webdev 101
06 Oct 2021 » Goodhart’s law
17 Sep 2021 » Notes on the Transformer architecture
27 Aug 2021 » ssh access via ssh key
26 Apr 2021 » Synthetic Data Generation
31 Mar 2021 » Data Infra by AH
29 Mar 2021 » Install pdflatex on MacOS
28 Mar 2021 » Setting up a Raspberry Pi 4
18 Mar 2021 » Sample from categorical distribution
16 Mar 2021 » Upgrade jekyll and Ruby
16 Mar 2021 » Intro to causal inference by Ferenc
13 Feb 2021 » Sequence Models by deeplearning.ai
08 Feb 2021 » Notes for CNN course by deeplearning.ai (week 4)
02 Feb 2021 » Notes for CNN course by deeplearning.ai (week 3)
02 Feb 2021 » How to rename a commit
23 Jan 2021 » Notes for CNN course by deeplearning.ai (week 2)
20 Jan 2021 » The Future of PyTorch
19 Jan 2021 » Google AutoML for forecasting
13 Jan 2021 » Underspecification in ML
13 Jan 2021 » Michelangelo Uber ML platform
11 Jan 2021 » Notes for CNN course by deeplearning.ai (week 1)
03 Jan 2021 » First steps with rpy2
29 Oct 2020 » Fixing jekyll
28 Oct 2020 » Signing commits in github
26 Oct 2020 » Ideal Calibration
21 Oct 2020 » Transformer
06 Oct 2020 » Under determined least squares
05 Oct 2020 » Prediction interval vs Confidence interval
11 Aug 2020 » Pass environment variables in your ssh session
04 Aug 2020 » rst in pycharm
23 Jul 2020 » Pycharm with ssh interpreter
21 Jul 2020 » Installing cmake 3.17.3 inside a Docker image
21 Jul 2020 » Passing environment variables to you Docker build
02 Jul 2020 » pip-tools
14 Apr 2020 » Bayesian Networks
07 Apr 2020 » CausalNex, a toolkit for causal reasoning
31 Mar 2020 » Jupyter Extensions
24 Feb 2020 » Article about AI companies
21 Oct 2019 » Running a jupyter notebook on a remote server
31 Jul 2019 » How-to Poetry
29 Jul 2019 » Bias adjustment in Box-Cox transformation
10 May 2019 » Bayesian inference in Deep Learning
01 Mar 2019 » Installing pyomo
01 Mar 2019 » Tracking notebooks with git
04 Feb 2019 » Note on Brownian motion
28 Jan 2019 » Fast AI’s Pytorch tutorial
14 Jan 2019 » Literature on GANs
14 Jan 2019 » Literature on Deep Learning
09 Jan 2019 » Fitting power models
07 Jan 2019 » Intro to pytorch
03 Jan 2019 » Recurrent Neural Networks
21 Dec 2018 » Notes on convex optimization
04 Dec 2018 » Setting up my MacBook Pro
01 Dec 2018 » How to get started with Docker
28 Nov 2018 » Power iteration for the $k$ dominant eigenvectors
26 Nov 2018 » A continuation scheme for RELU activation functions
26 Nov 2018 » Convolution, cross-correlation
23 Nov 2018 » The softmax activation function
23 Nov 2018 » Loss functions
13 Nov 2018 » DIY Deep Learning
13 Nov 2018 » Bro, do you even backprop?
12 Nov 2018 » Statistical Hypothesis Tests
12 Nov 2018 » Conventions for Matrix Calculus
04 Sep 2018 » Using Font Awesome on your webpage
01 Sep 2018 » Market-cap weighted portfolios are self-rebalancing
11 May 2018 » Sample mean, sample variance
04 May 2018 » Delta method and convergence of random variables
02 May 2018 » Correlation, covariance, and standard deviation
15 Feb 2018 » Playing with the Netflix dataset
04 Feb 2018 » Terminology and notations in supervised learning
23 Jan 2018 » Cookbook for Pandas
21 Jan 2018 » Tags page
20 Jan 2018 » Gaussian measures in high dimension
15 Jan 2018 » Hypothesis testing with linear regression
12 Jan 2018 » AIC in linear regression
11 Jan 2018 » Fix some incorrect links
11 Jan 2018 » Adding tags on Github
09 Jan 2018 » Getting started
08 Jan 2018 » A first post