mbs0221-mlsys

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16 repositories

mnist_tutorial
Public
A tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.
Jupyter Notebook
•295•0•0•0•Updated May 10, 2021May 10, 2021
Multitask-Learning
Public
Awesome Multitask Learning Resources
deep-learning transfer-learning domain-adaptation multi-task-learning meta-learning federated-learning few-shot-learning sparse-learning machine-learning convex-optimization
143•647•2•0•Updated Apr 13, 2021Apr 13, 2021
Text2Image-Synthesis
Public
GAN based Text2Image-Synthesis
gan text2image
Python
•1•0•0•0•Updated Dec 24, 2019Dec 24, 2019
Adversarial-DL
Public
adversarial deep learning
adversarial-machine-learning adversarial-example adversarial-attacks
2•1•0•0•Updated Nov 29, 2019Nov 29, 2019
Neural-Network
Public
C++ Implementation of Neural-Network Framework
backpropagation bpnetwork
C++
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GNU General Public License v2.0
•4•4•0•0•Updated Nov 25, 2019Nov 25, 2019
Deep-Learning
Public
深度学习实战
theano tensorflow keras cnn mnist rnn alexnet
Python
•7•15•0•0•Updated Nov 12, 2019Nov 12, 2019
Machine-Learning
Public
机器学习实战
naive-bayes pca logistic-regression kmeans apriori kdtree fpgrowth knn-classifier machine-learning
Python
•1•1•0•0•Updated Apr 24, 2019Apr 24, 2019
ansible-ubu-to-pytorch
Public
simple ansible playbook to take clean ubuntu 18.04 to CUDA 10, PyTorch 1.0, fastai, miniconda heaven
3•0•0•0•Updated Dec 16, 2018Dec 16, 2018
Datasets
Public
various data-mining datasets
MATLAB
•0•0•0•0•Updated Dec 9, 2018Dec 9, 2018
dlsys-course.github.io
Public
Deep learning system course
Jupyter Notebook
•33•0•0•0•Updated Apr 20, 2018Apr 20, 2018
audi
Public
Header only, C++ library (and the Python pyaudi package) implementing the algebra of Taylor truncated polynomials and a few algorithms useful for its applications (Differential Intelligence, automatic differentiation, Taylor Models, etc.)
C++
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GNU General Public License v2.0
•18•0•0•0•Updated Apr 20, 2018Apr 20, 2018
cs231n.github.io
Public
Public facing notes page
HTML
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MIT License
•4.1k•0•0•0•Updated Apr 6, 2018Apr 6, 2018
assignment1
Public
Assignment 1: automatic differentiation
Python
•154•0•0•0•Updated Apr 5, 2018Apr 5, 2018
transferlearning
Public
Everything about Transfer Learning and Domain Adaptation--迁移学习
MATLAB
•3.8k•1•0•0•Updated Mar 22, 2018Mar 22, 2018
tinyflow
Public
Tutorial code on how to build your own Deep Learning System in 2k Lines
C++
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Apache License 2.0
•369•0•0•0•Updated Aug 22, 2017Aug 22, 2017
ResNet-deeplabV3
Public
Python
•10•0•0•0•Updated Jul 25, 2017Jul 25, 2017