benvandyke

fastText

Library for fast text representation and classification.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

lectures

Oxford Deep NLP 2017 course

or-tools

Google's Operations Research tools:

great_expectations

Always know what to expect from your data.

pyro

Deep universal probabilistic programming with Python and PyTorch

darts

A python library for user-friendly forecasting and anomaly detection on time series.

featuretools

An open source python library for automated feature engineering

stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

lda2vec

RL-Adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

DeepRL-Agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

stats337

Readings in applied data science

causality

Tools for causal analysis

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification

streamlit-aggrid

Implementation of Ag-Grid component for Streamlit

LSTM-Sentiment-Analysis

Sentiment Analysis with LSTMs in Tensorflow

jinjasql

Template Language for SQL with Automatic Bind Parameter Extraction

packrat

Packrat is a dependency management system for R

littler

A scripting and command-line front-end for GNU R

BayesianRecurrentNN

Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al

syberia

Syberia: The development framework for R

hra

Hybrid Reward Architecture

rhymerfinder

RhymerFinder predicts the rhymes in a song based on preceding lyrics by using gensim's Word2Vec implementation.