Mandy He (zmandyhe)

zmandyhe

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Location:Orange County, California

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Mandy He's repositories

3D-R2N2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

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Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

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awesome-federated-reinforcement-learning

Publication catalog for research on Federated RL (FRL).

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awesome-multiple-object-tracking

Paper List for Multiple Object Tracking(MOT)

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coderbyte-Beginner

The Beginner Challenges at Coderbyte.com

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CTGAN

Conditional GAN for generating synthetic tabular data.

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DeepLearningExplorations2

Exploring different Deep learning problems primarily (but not limited to) using FastAI2, HuggingFace and Pytorch Library

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digilent-xdc

A collection of Master XDC files for Digilent FPGA and Zynq boards.

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easy-rl

强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/

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facenet

Face recognition using Tensorflow

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fastai1

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

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get-weather-data

Get weather data for a list of zip codes for a range of dates

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Imitation-Learning-Paper-Lists

Paper Collection for Imitation Learning in RL.

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LaTeX-examples

Examples for the usage of LaTeX

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Learning-OpenCV-4-Computer-Vision-with-Python-Third-Edition

Learning OpenCV 4 Computer Vision with Python 3 – Third Edition, published by Packt

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learnopencv

Learn OpenCV : C++ and Python Examples

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leetcode

Leetcode solutions

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LSTM-RL

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

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mandyhe.github.io

Collections of CS sources.

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mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

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medical-imaging-datasets

A list of Medical imaging datasets.

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onnx

Open standard for machine learning interoperability

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pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

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qkeras

QKeras: a quantization deep learning library for Tensorflow Keras

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ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

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smartnoise-samples

Code samples and documentation for SmartNoise differential privacy tools

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Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

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vision

Datasets, Transforms and Models specific to Computer Vision

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