| index | 6:56 PM - December 14, 2024 |
| infrastructure as code | 6:56 PM - December 14, 2024 |
| probability integral transform | 4:03 PM - December 14, 2024 |
| archive | 2:33 PM - December 14, 2024 |
| copula | 2:32 PM - December 14, 2024 |
| structured generation | 11:23 PM - December 08, 2024 |
| automatic differentiation | 6:02 PM - December 01, 2024 |
| mac setup | 7:23 PM - November 18, 2024 |
| beartype | 5:08 PM - November 10, 2024 |
| pandera | 10:43 PM - October 12, 2024 |
| docker | 9:51 PM - October 12, 2024 |
| d3.js | 9:17 AM - October 02, 2024 |
| observable plot | 9:09 AM - October 02, 2024 |
| python versioning, virtual environments and packaging | 3:54 PM - September 09, 2024 |
| serverless functions | 10:58 AM - September 04, 2024 |
| treescope | 3:06 PM - September 01, 2024 |
| neural networks in jax | 4:54 AM - September 01, 2024 |
| jax.vmap | 9:17 AM - August 30, 2024 |
| linear model as a neural network | 11:31 AM - August 29, 2024 |
| fixed point iteration | 7:14 AM - August 03, 2024 |
| implicit function theorem | 7:09 AM - August 03, 2024 |
| newton’s method | 7:07 AM - August 03, 2024 |
| explicit and implicit layers | 6:55 AM - August 03, 2024 |
| splitting keys in jax | 2:12 AM - June 21, 2024 |
| python generators | 1:59 AM - June 21, 2024 |
| pytensor | 10:56 AM - June 02, 2024 |
| mlflow | 8:58 AM - May 30, 2024 |
| INLA | 9:40 AM - May 10, 2024 |
| tqdm to replace training loop | 7:20 AM - May 03, 2024 |
| Typer to replace argparse | 3:57 AM - April 13, 2024 |
| populate a PostgreSQL database with SQLModel | 3:40 AM - April 13, 2024 |
| sqlmodel (sqlalchemy) cascade | 3:39 AM - April 13, 2024 |
| multi-headed self-attention | 1:43 PM - April 07, 2024 |
| retrieval augmented generation | 5:52 AM - April 05, 2024 |
| word2vec | 1:31 PM - April 01, 2024 |
| transformer architecture | 1:15 PM - April 01, 2024 |
| mocker | 9:03 AM - March 24, 2024 |
| pg_dump | 8:58 AM - March 24, 2024 |
| shorten FastAPI app.py with APIRouter | 1:38 PM - March 11, 2024 |
| maintaining privacy to connect to a PostgreSQL database with pydantic | 3:25 PM - March 07, 2024 |
| PGVector + SQLModel | 3:25 PM - March 07, 2024 |
| SQL and NoSQL | 2:08 PM - March 07, 2024 |
| getting these notes online | 1:53 PM - February 25, 2024 |
| llm pre-training | 11:59 AM - February 25, 2024 |
| llm fine-tuning | 11:59 AM - February 25, 2024 |
| language modelling | 11:59 AM - February 25, 2024 |
| structural time series models | 11:59 AM - February 25, 2024 |
| state space model | 11:58 AM - February 25, 2024 |
| state space gaussian process | 11:58 AM - February 25, 2024 |
| ssm resources | 11:58 AM - February 25, 2024 |
| ssm in dynamax | 11:58 AM - February 25, 2024 |
| online learning using ssm | 11:58 AM - February 25, 2024 |
| nonlinear gaussian ssm | 11:58 AM - February 25, 2024 |
| linear gaussian ssm | 11:58 AM - February 25, 2024 |
| kalman filtering and smoothing | 11:58 AM - February 25, 2024 |
| kernel trick | 11:58 AM - February 25, 2024 |
| functions or classes | 11:57 AM - February 25, 2024 |
| einsum | 11:57 AM - February 25, 2024 |
| einshape | 11:57 AM - February 25, 2024 |