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deyh2020's Projects

sentires icon sentires

Sentires: A Toolkit for Phrase-level Sentiment Analysis

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

ser-with-w2v2 icon ser-with-w2v2

Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'

serab icon serab

SERAB: a multi-lingual benchmark for speech emotion recognition

serab-byols icon serab-byols

(Hybrid) BYOL-S feature extractor using serab-byols package in pytorch.

sgmnet icon sgmnet

Implementation of "Learning to Match Features with Seeded Graph Matching Network" ICCV2021

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

shapeshop icon shapeshop

Towards Understanding Deep Learning Representations via Interactive Experimentation

sharon_zhou_gan icon sharon_zhou_gan

Found this interesting course on GANs https://www.deeplearning.ai/program/generative-adversarial-networks-gans-specialization/, during my final year thesis. Sharing my assignment notebooks on the same

shenanigan icon shenanigan

Toy notebooks as research preparation into generative adversarial networks

shor-s-algorithm icon shor-s-algorithm

Description and implementation of the Shor's algorithm (to solve the prime factorization problem) using the IBM SDK Qiskit and the framework ProjectQ.

siam_pp_20_minitutorial icon siam_pp_20_minitutorial

Jupyter Notebooks for the minitutorial "Combinatorial Optimization on Quantum Computers" at SIAM Conference on Parallel Processing for Scientific Computing (PP20)

siegpy icon siegpy

Siegert (or resonant) states with Python

sign-language-classification icon sign-language-classification

# Sign Language_Multi-class Classification In this notebook I have worked on a multi-class classification problem. By using the [Sign Language MNIST](https://www.kaggle.com/datamunge/sign-language-mnist) dataset, which contains 28x28 images of hands depicting the 26 letters of the english alphabet. Let's get started!

siliconphotonicsdesign icon siliconphotonicsdesign

Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015

simcim-rl icon simcim-rl

Reinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization

simclr icon simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simnanophotonics icon simnanophotonics

Simulating some basic properties of two types of nanophotonic waveguides using MEEP and BEM approaches.

simple-gan icon simple-gan

In this Notebook we build a simple generative adversarial network based on fully connected layers and train it on the MNIST dataset. It's far from perfect, but it's a start and will lead us to implement more advanced and better architectures

simqn icon simqn

A discrete time scheduler designed for Quantum Network

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