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Sasha Aptlin's Projects

geopurify icon geopurify

🌎 :: atlas of tools making Gene Expression Omnibus data amicable to machine learning

grash icon grash

🍀 :: a KISS static site generator welding the powers of Pandoc and Jinja2

hnatt icon hnatt

Train and visualize Hierarchical Attention Networks

incubator-tvm icon incubator-tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

lightfm icon lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

michi icon michi

🚀 :: a path to informatics

models icon models

Models and examples built with TensorFlow

moran icon moran

MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition, implemented in tf.keras

moran_v2 icon moran_v2

MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition

neuralsort icon neuralsort

Code for "Stochastic Optimization of Sorting Networks using Continuous Relaxations", ICLR 2019.

noisy-cifar-100-rdn icon noisy-cifar-100-rdn

A denoising baseline implementation of a residual dense network trained on CIFAR-100 with added Gaussian noise

notes icon notes

Notes, Reports and Miscellania

odebook icon odebook

Introductory textbook on Ordinary Differential Equations (in Russian)

odes icon odes

Solving ordinary differential equations with symPy & co

opencv icon opencv

Open Source Computer Vision Library

pirank icon pirank

PiRank: Learning to Rank via Differentiable Sorting

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pool icon pool

💧 :: a pool of dockerfiles for dev means & ends

posenet-python icon posenet-python

A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

posenet-pytorch icon posenet-pytorch

A PyTorch port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

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