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adversarial_attacks

Implementation of classic adversarial attack and defense methods on basic classification problems

alphazero_singleplayer

Single player Alpha Zero implementation

bnp_re

docs

TensorFlow documentation

gnewsclient

An easy-to-use python client for Google News feeds.

hmm_pyspark

Implementation of the Viterbi algorithm (EM) for the estimation of parameters of Hidden Markov Model in a distributed fashion (using PySpark).

hydrogym

OpenAI Gym API-compliant challenge problems in data-driven modeling and control of fluid dynamics for reinforcement learning algorithms, evolutionary algorithms, classical control, and beyond.

icem

improved Cross Entropy Method for trajectory optimization

lbmpc_semimarkov

Repository for the article: "Increasing Information for Model Predictive Control with Semi-Markov Decision Processes"

monte_carlo_methods

Application of some Monte Carlo methods (e.g. Recycling rejected values in accept-reject methods ) written in R

my_projects

Acadamic projects: mostly computational statistics, deep learning and numerical analysis.

resnet_go

Residual Network model to learn policy and value in computer Go using Facebook ELF data.

singularity-hydrogym

Combine singularity containers with hydrogym and stable-baselines3

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

stable-baselines3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

streaming_anomaly_detector

Class project: flink anomaly detector

test_alphazero