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ae_ts

Auto encoder for time series

aicm

airbnbpriceoptimizer

AirBnB host can optimize their house price based on the amenities they provide. This will make their increased ROI.

aligning-time-series

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-network-embedding

A curated list of network embedding techniques.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

ba_laura

Fair Benchmarks

bandits

Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset

bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

big_vision

breeze

Breeze is a numerical processing library for Scala.

carousel_bandits

Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendada, G. Salha and T. Bontempelli

causal_inference_python_code

Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causalgraphicalmodels

Causal Graphical Models in Python

causality-1

Tools for causal analysis

causallib

A Python package for modular causal inference analysis and model evaluations

causalml

A course on causal machine learning.

causalml-1

Uplift modeling and causal inference with machine learning algorithms

causation_learning_theory

causica

cfrnet

Counterfactual Regression

cluschurn

A prototype implementation of ClusChurn based on PyTorch.

competitions

:zap: Data Science and ML competitions. New (from Kaggle) & old DS contests.

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

contextual_embedding_bias_measure

Code for the paper "Measuring Bias in Contextualized Word Representations"

copulas

A library to model multivariate data using copulas