Andrey's repositories
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-text-summarization
A curated list of resources dedicated to text summarization
BlockSci
A high-performance tool for blockchain science and exploration
CryptocurrencyPrediction
Predict Cryptocurrency Price with Deep Learning
cs224u
Code for Stanford CS224u
dvc
Git for data scientists - manage your code and data together
fairseq-1
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
fastai
The fast.ai deep learning library, lessons, and tutorials
FeatureExtraction
An R package for generating features (covariates) for a cohort using data in the Common Data Model.
geomstats
Computations and statistics on manifolds with geometric structures.
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
hypertools
A python toolbox for gaining geometric insights into high-dimensional data
keras-tcn
Keras Temporal Convolutional Network.
lifelines
Survival analysis in Python
mltest
Testing framework to simplify writing ML unit tests.
NeuralDialog-LAED
PyTorch implementation for Interpretable Dialog Generation, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
probability
Probabilistic reasoning and statistical analysis in TensorFlow
sentiment-analysis-workshop
Deep Learning for Language Workshop prepared for the AI For Social Good Summer Lab, 2018
stats337
Readings in applied data science
textacy
NLP, before and after spaCy
tf-tutorial
A non-traditional TensorFlow tutorial
tqdm
A fast, extensible progress bar for Python and CLI