Andrey's repositories
cleverhans
A library for benchmarking vulnerability to adversarial examples
practical-3
Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs
cs224d
Deep Learning for NLP
minpy
NumPy interface with mixed backend execution
unrolled_gan
Unrolled Generative Adversarial Networks
persistent-homology
Experiments with NLP and persistent homology.
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
ClinicalDataSources
Open or Easy Access Clinical Data Sources for Biomedical Research
oreilly-matplotlib-course
Jupyter notebooks from my O'Reilly Media course "Matplolib for Developers: Data Visualization and Analysis with Python"
models
Models built with TensorFlow
ml
machine learning
NAMAS
Neural Attention Model for Abstractive Summarization
text-features
Jupyter notebook containing code from text preprocessing blog post
rep
Machine Learning toolbox for Humans
tsfresh
Automatic extraction of relevant features from time series:
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
pydata-chi-h2t
Materials for the pandas tutorial at PyData Chicago 2016
tf-agent
tensorflow reinforcement learning agents for OpenAI gym environments
sklearn-pandas
Pandas integration with sklearn
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
shimmer
An application for reading health data from third-party APIs.
github_repo
signatures
permute
permutation tests and confidence sets
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.