Dmitry Petrov's repositories

35_methods_MICCAI_2017

Code for MICCAI 2017 paper

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gradcafe_analysis

Analysis of graduate admissions timelines based on thegradcafe data

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textnorm

Kaggle text normalization challenge

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anise_paper_code

Code for the paper "ANISE: Assembly-based Neural Implicit Surface rEconstruction"

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cs231n.github.io

Public facing notes page

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data-versioning

Collecting thoughts about data versioning

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deep_gcns_torch

Pytorch Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

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differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

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dpipe_mnist

A short deep_pipe example

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DualSDF

DualSDF: Semantic Shape Manipulation using a Two-Level Representation. CVPR'20

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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for_mikhail

sample notebook

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IGC_tutorial

IGC python tutorial

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mlhep2015

MLHEP 2015 materials (http://hse.ru/mlhep2015)

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nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

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NFB_skullstripped

Repository of hand corrected skullstripping for the Enhanced Rockland Sample Neurofeedback Study

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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preprocessed-connectomes-project.github.io

preprocessed-connectomes-project.github.io

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PRNI2016

Source code for PRNI 2016 article

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pybids

Python package to access BIDS datasets

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scikit-learn

scikit-learn: machine learning in Python

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skorch

A scikit-learn compatible neural network library that wraps pytorch

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sprint_tutorial

Tutorial and mock repository to teach people to contribute to open source

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subcortical_shape_qc

Repository for subcortical shape QC

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