5 ms·
Does anyone have any resources for people with more advanced ML experience?
by autokad 7y ago
Does anyone have any resources for people with more advanced ML experience?
- boltzmannbrain 7y ago1. Find a paper you like/admire 2. Implement their methods from scratch (i.e. numpy not pytorch) 3. Experiment a bit, tweaking the models/algs to gain intuition 4. Repeat 1-3
- throwlaplace 7y ago> Implement their methods from scratch (i.e. numpy not pytorch) lol this is basically impossible and completely pointless. please show me a numpy implementation of BERT or CycleGAN or deformable convolutions (note that jax != numpy). it's like suggesting implementing a kernel to someone who wants to learn about virtual memory or scheduling. better advice would be take a paper and implement the model using pytorch without looking at their implementation and fiddle with that.
- wish5031 7y agoHave you read Goodfellow / Bengio / Courville’s deep learning book? The later chapters go in more depth than most other resources I’ve found.