Pinned Repositories
maggy
Distribution transparent Machine Learning experiments on Apache Spark
ablation-paper-experiments
Instructions and materials to reproduce the experiments for "AutoAblation: Automated Parallel Ablation Studies for Deep Learning".
automl-resources
A list of resources, papers, and articles on AutoML, Automatic Hyperparameter Tuning, and Neural Architecture Search.
bayesian-machine-learning
Notebooks related to Bayesian methods for machine learning
EIT-Digital-In-Farsi
A brief introduction to EIT Digital Master School program for Iranian prospective master students.
importance-aware-data-parallel-training
Supplementary material for "The Impact of Importance-aware Dataset Partitioning on Data-parallel Training of Deep Neural Networks", published at DAIS 2023.
Introduction-to-Scala-Notebook
An import-ready Databricks Notebook that provides an overview of essential Scala.
phd-diary
Diary of my PhD studies (2019-2024?)
StreamGen
A Simple Stream Generator for Stream Data Processing on Spark.
undergradthesis-report-farsi
Repository for the Farsi version of my Undergraduate Thesis (SDMiner: A Tool for Mining Data Streams on Top of Apache Spark)
ssheikholeslami's Repositories
ssheikholeslami/EIT-Digital-In-Farsi
A brief introduction to EIT Digital Master School program for Iranian prospective master students.
ssheikholeslami/automl-resources
A list of resources, papers, and articles on AutoML, Automatic Hyperparameter Tuning, and Neural Architecture Search.
ssheikholeslami/phd-diary
Diary of my PhD studies (2019-2024?)
ssheikholeslami/ablation-paper-experiments
Instructions and materials to reproduce the experiments for "AutoAblation: Automated Parallel Ablation Studies for Deep Learning".
ssheikholeslami/undergradthesis-report-farsi
Repository for the Farsi version of my Undergraduate Thesis (SDMiner: A Tool for Mining Data Streams on Top of Apache Spark)
ssheikholeslami/importance-aware-data-parallel-training
Supplementary material for "The Impact of Importance-aware Dataset Partitioning on Data-parallel Training of Deep Neural Networks", published at DAIS 2023.
ssheikholeslami/maggy
Meta Learning framework for Deep Learning
ssheikholeslami/getting-enrolled-in-kth-eecs-phd
A guide for prospective PhD students who have received an offer of admission to the Doctoral Program of EECS school of KTH.
ssheikholeslami/ablation-experiments
Instructions for reproducing the experiments for "Parallel Ablation Studies for Deep Learning"
ssheikholeslami/art
🎨 ASCII art library for Python
ssheikholeslami/avasync
ssheikholeslami/BayesianOptimization
A Python implementation of global optimization with gaussian processes.
ssheikholeslami/custom-op
Guide for building custom op for TensorFlow
ssheikholeslami/dask-tutorial
Dask tutorial
ssheikholeslami/db-readings
Readings in Databases
ssheikholeslami/dcatkth.github.io
ssheikholeslami/github-do-not-ban-us
Github do not ban us from open source world :iran:
ssheikholeslami/hops-examples
Examples for DeepLearning/FeatureStore/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops
ssheikholeslami/hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
ssheikholeslami/karamel-chef
This chef cookbook installs Karamel. Used by Vagrant to provision multi-node clusters.
ssheikholeslami/packed-ensemble
ssheikholeslami/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
ssheikholeslami/pytorch-Deep-Learning
Deep Learning (with PyTorch)
ssheikholeslami/pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
ssheikholeslami/rebiber
A simple tool in Python to fix incorrect bib entries automatically, based on their official information from the full ACL anthology and DBLP (for ICLR and other conferences)!
ssheikholeslami/sparkmagic
Jupyter magics and kernels for working with remote Spark clusters
ssheikholeslami/talent-plan
PingCAP training courses
ssheikholeslami/tensorflow
An Open Source Machine Learning Framework for Everyone
ssheikholeslami/TensorflowFramework
An extendable framework for training neural network models using TensorFlow.
ssheikholeslami/TensorFlowOnSpark
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.