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Adam's Projects

d-radpl icon d-radpl

Discriminative Local Sparse Representations by Robust Adatipve Dictionary Pair Learning

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasciencer icon datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

ksvd icon ksvd

A ksvd implementation written in python.

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

ra-dpl icon ra-dpl

Robust Discriminative Projective Dictionary Pair Learning by Adaptive Representations

slatdpl icon slatdpl

Twin-Incoherent Self-Expressive Locality-Adaptive Latent Dictionary Pair Learning for Classification

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