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Hong Jia's Projects

keras-gp icon keras-gp

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

lihang icon lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

marrnet icon marrnet

MarrNet: 3D Shape Reconstruction via 2.5D Sketches

mdan icon mdan

Demo code for the MDAN paper.

minimalrl icon minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mlapp_cn_code icon mlapp_cn_code

《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。

mm-distillnet icon mm-distillnet

PyTorch code for training MM-DistillNet for multimodal knowledge distillation. http://rl.uni-freiburg.de/research/multimodal-distill

mt-dnn icon mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

nn-transfer icon nn-transfer

Convert trained PyTorch models to Keras, and the other way around

nostalgicadam-nosadam icon nostalgicadam-nosadam

Nostalgic Adam: Weighting more of the past gradients when designing the adaptive learning rate

pc-darts icon pc-darts

PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

plant_disease_experiments icon plant_disease_experiments

A project to train and evaluate different dnn models for plant disease detection problem, tackle the problem of scarce real-life representative data, experiment with different generative networks and generate more plant leaf image data and implement segmentation pipeline to avoid miss-classification due to unwanted input

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