The Mantra: 1st code 🤖 - 2nd blog ✍️
In this repo I keep a record of small experiments toyed around with for my blog posts. Bigger pieces of code can be found in separate repositories. Write me a PM/raise an issue if there is something fishy.
Keeping Track of Things 📨
| Date | Post | Code |
|---|---|---|
| 12/21 | mle-monitor: Resource Monitoring |
Click |
| 11/21 | mle-scheduler: Cluster/Cloud Jobs |
Click |
| 10/21 | All-CNN-C & Centered Kernel Alignment in JAX | Click |
| 10/21 | mle-hyperopt: Hyperparameter Optimization |
Click |
| 08/21 | mle-logging: A Lightweight Logger |
Click |
| 02/21 | Evolving Neural Networks in JAX | Click |
| 12/20 | Meta-Policy Gradients: A Survey | Click |
| 06/20 | The Lottery Ticket Hypothesis: A Survey | Click |
| 04/20 | Getting started with JAX (MLPs, CNNs & RNNs) | Click |
| 03/20 | FOR.ai Pruning Technical Challenge | Click |
| 02/20 | On "On the Measure of Intelligence" by F. Chollet (2019) | Click |
| 08/19 | Forward Mode Automatic Differentiation & Dual Numbers | Click |