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Neil Huang's Projects

adanet icon adanet

Fast and flexible AutoML with learning guarantees.

alphazero_gomoku icon alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

awr icon awr

Implementation of advantage-weighted regression.

blueoil icon blueoil

Bring Deep Learning to small devices

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

fast-planner icon fast-planner

A Robust and Efficient Trajectory Planner for Quadrotors

fiesta icon fiesta

Fast Incremental Euclidean Distance Fields for Online Motion Planning of Aerial Robots

hpbandster icon hpbandster

a distributed Hyperband implementation on Steroids

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

pocketflow icon pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

ray icon ray

A system for parallel and distributed Python that unifies the ML ecosystem.

resnet-18-tensorflow icon resnet-18-tensorflow

ResNet-18 TensorFlow Implementation including conversion of torch .t7 weights into tensorflow ckpt

rlkit icon rlkit

Collection of reinforcement learning algorithms

spine icon spine

UP board / rasperry pi to quad CAN Bus

ss-dpc-net icon ss-dpc-net

Supporting Code for "Self-Supervised Deep Pose Corrections for Robust Visual Odometry"

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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