chychen

BasketballGAN

Basketball coaches often sketch plays on a whiteboard to help players get the ball through the net. A new AI model predicts how opponents would respond to these tactics.

air_writing

Online Hand Writing Recognition using BLSTM

tf2-ganomaly

Tensorflow2 implementation of the paper GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

srt_to_tts

use pysrt to parse the time in .srt file, and then call google cloud services text-to-service for each subtitle.

strong_wind_axis_python_cuda

bball_defensive_strategies_generation

Generating Defensive Plays in Basketball Games, ACMMM 2018

NCTU_ML_2018

RL_strategies

Backetball Strategies with GAIL and BatchPPO

tf_rlib

agents

Efficient Batched Reinforcement Learning in TensorFlow

Breakout_deep_q_learning

cifar10_retrain_vgg19

cifar10_retrain_vgg19

deepops

Tools for building GPU clusters

docs

TensorFlow documentation

gitignore

A collection of useful .gitignore templates

gpu-monitoring-tools

Tools for monitoring NVIDIA GPUs on Linux

gquant_apps

iic

leetcode_cpp

machine_learning_foundation

models

Models and examples built with TensorFlow

nvidia

Repository of NCHC-NVIDIA Joint Lab

OOP

temp

Pendulum_DDPQ

pycon-sg19-tensorflow-tutorial

PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

table-of-contents

Portfolio

traffic_flow_prediction

tutorials

MONAI Tutorials

WGAN-tensorflow

a tensorflow implementation of WGAN

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow