aysegulbumin Goto Github PK

accsgd

Implements pytorch code for the Accelerated SGD algorithm.

adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

amsgrad-tensorflow

Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)

aprox-robust-stochastic-optimization-algorithms

aysegulbumin.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

baitproject

bcevsbcewithlogitsloss

co-existingmotifsinmultilayernetworks

This is the repository for the following paper : https://dl.acm.org/doi/abs/10.1145/3535508.3545528

computervisionbasics

Here I will share some code that is related to basic computer vision operations.

covid-19-mlp

A computer models for the spread of COVID-19 obtained using MLP ANN, for number of confirmed, deceased and recovered cases per location and day.

curvature-flow

MATLAB program which introduces successive alterations to a geometric surface in order to de-noise the geometry.

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-regex

Code for the paper Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge (EMNLP 2016). http://arxiv.org/abs/1608.03000

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

examples

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

expansionhunter

A tool for estimating repeat sizes

faiss

A library for efficient similarity search and clustering of dense vectors.

findsnp

Finding SNPs and aminoacid change given the sam file and reference fasta file.

fit-fiberbasedtensorcompletionfordrugrepurposing

fundamentalsofmachinelearning-spring2020

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

helper-functions

Helper functions I use frequently but always forget (smh)

infer

inference and machine learning in clojure

kaggle-web-traffic

1st place solution

keras

Deep Learning for humans

lectures

Lecture materials will be posted under this folder.

leetcode

There is always room to improve. Here I will share my solutions to certain LeetCode, HackerRank, InterviewBit questions.

leetcode-1

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

mteb

Massive Text Embedding Benchmark

multiplexgenotyping