Chris Hoyean Song's repositories
DeepLearningWithTF2.0
Practical Exercises in Tensorflow 2.0 for Ian Goodfellows Deep Learning Book
ailab
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
AISchoolTutorials
This repository contains the developer tutorials and samples to demonstrate how to create the experiments contained on AI Lab.
bsuite
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
cs231n.github.io
Public facing notes page
deap
Distributed Evolutionary Algorithms in Python
dm_control
The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.
dm_env
A Python interface for reinforcement learning environments
docs
TensorFlow documentation
gcp-functions-example
GCP Functions Python Example
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
katib
Repository for hyperparameter tuning
nni
An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.
optuna
A hyperparameter optimization framework
PRML
PRML algorithms implemented in Python
ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
scalable_agent
A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
sonnet
TensorFlow-based neural network library
SPIRAL-docker
Dockerize Deepmind SPIRAL env
SPIRAL-tensorflow
in progress (I'll revisit this after NIPS deadline)
tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper
tfx
TFX is an end-to-end platform for deploying production ML pipelines