psenin-sanofi's repositories
AI-Toolbox
A C++ framework for MDPs and POMDPs with Python bindings
AI_Clinician
Reinforcement learning for medical decisions
causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
causallib
A Python package for modular causal inference analysis and model evaluations
causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
DeepQLearning.jl
Implementation of the Deep Q-learning algorithm to solve MDPs
deming2019-workshop
:dart: :school_satchel: Materials for a 2-day workshop on Targeted Learning with the tlverse at the 2019 Deming Conference on Applied Statistics
flower
Flower - A Friendly Federated Learning Framework
FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
NHANES-diabetes
An ensemble model for predicting diabetes onset using NHANES Data
nhanesml
ML on NHANES nutrition data
npci
Non-parametrics for Causal Inference
POMDPs.jl
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
pytorch-cifar
95.47% on CIFAR10 with PyTorch
sepsis3-mimic
Evaluation of the Sepsis-3 guidelines in MIMIC-III
usgsd
Analyze Survey Data for Free with the R Language