8bitmp3's repositories
JAX-Flax-Tutorial-Image-Classification-with-Linen
How to use the Flax Linen API to build a convolutional neural network model and train it for image classification (using TensorFlow Datasets).
NumPy-org-Tutorial-Policy-Gradients-Deep-RL-with-Pong-from-Scratch
For NumPy.org: How to implement a policy gradients deep reinforcement learning agent from scratch and train it to play Pong using screen pixels. Without an autodiff library.
TensorFlow.org-Transformer-for-machine-translation
Tutorial: Neural machine translation with a Transformer and Keras - for TensorFlow.org documentation
learning-meta-learning
Learning meta-learning in machine learning or learning learning how to learn. How to use ML to design ML methods. Papers, videos, more papers.
docs
TensorFlow documentation
flax
Flax is a neural network library for JAX that is designed for flexibility.
generative-ai-docs
Documentation for Google's Generative AI developer site
Google-Cloud-Tutorial-Setting-Up-Istio-Powered-Anthos-Service-Mesh-on-Google-Kubernetes-Engine
My Google Cloud Tutorial - Setting up Istio-powered Anthos Service Mesh on Google Kubernetes Engine (from 2020).
Google-Cloud-Tutorial-Using-Cloud-Healthcare-API-with-FHIR-health-record-data
My Google Cloud Tutorial - Using Cloud Healthcare API with FHIR health record data
google-flax-dropout-guide
google/flax: How to apply `flax.linen.Dropout` (a guide for flax.readthedocs.io).
NumPy-org-Tutorial-Deep-Learning-from-Scratch
For NumPy.org: How to build a feedforward neural network from scratch and train it with NumPy. Without an autodiff library.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
numpy-org-tutorials
My tutorials for NumPy.org docs covering deep learning, reinforcement learning, data processing (biomedical, audio), differential programming, and numerical computing.
text
Making text a first-class citizen in TensorFlow.