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Elvis Dohmatob's Projects

2048 icon 2048

Python implementation of the 2048 game http://2048game.com/

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

calculability icon calculability

Code related to calculatibility: The optimal scientist (aka Goedel machine), probabilistic lambda-calculus, computational cognitive neuroscience, QECCs (quantum error-correcting codes) etc.

dohmatob_cv icon dohmatob_cv

Up-to-date verion of my CV, so I can grab it from anywhere effortlessly

dot2tex icon dot2tex

Convert graphs generated by Graphviz to LaTeX friendly formats

gambling icon gambling

Code for paper "A simple algorithm for computing Nash-equilibria in incomplete information games"

graphical_models icon graphical_models

Code (python, latex, etc.) for MVA ENS Cachan course on "Introduction to Graphical Models"

graphs icon graphs

Algorithms for graph theory problems

groebner icon groebner

Code related to Groebner bases and other algebraic geometric / computer algebraic things

hmm icon hmm

Hidden Markov Models

inlinedetours icon inlinedetours

A static library for detouring win32 APIs and asm instruction stubs alike.

joblib icon joblib

Python function as pipeline jobs.

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

kernels icon kernels

Kernels for SVMs and other kernel-based classifiers

lectures-labs icon lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

modl icon modl

Randomized online matrix factorization

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