Samir Moustafa's repositories
Time-Series-Classification
Topological Features for Time Series Classification
nmt-with-attention-for-ar-to-en
simple NMT With Attention For Arabic to English
torch-operation-counter
torch_operation_counter: Count the Arithmetic Operations in PyTorch
auto-features-extraction-for-RL
Features Extraction using Autoencoders for Reinforcement Learning Tasks
gym-embedding-world
Two word embedding mapping compatible with OpenAI gym
Machine-Learning-Implementation
Naive implementation for Machine Learning algorithms
airbnb-causal-analysis
Identify potential factors behind the return on investment for the hotel industry.
Data-Science--Cheat-Sheet
Cheat Sheets
data-science-template
Template for a data science project
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
degree-quant
ICLR 2021
FDS2020_seminars
Repository with seminars from the course Theoretical Foundations of Data Science at Skoltech in summer 2020
Generate_TV-Scripts_using_RNN
Generate Simpsons TV scripts using RNNs. Using part of the Simpsons dataset of scripts from 27 seasons.
gnn-comparison
Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020
HackLab-Skoltech
Nvidia, Sbermarket, Sbermarket, and AstraZeneca Hackathons
i-Exact
Official repository for "Activation Compression of Graph Neural Networks using Block-wise Quantization and Improved Variance Minimization". Eliassen and Selvan. 2023
k-RedundancyGNNs
Official implementation of Non-Redundant Graph Neural Networks with Improved Expressiveness
Linear-Algebra-and-Learning-from-Data
Solutions to the problems in the book: Linear Algebra and Learning from Data by Gilbert Strang, MIT
llm-awq
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
LLM-QAT
Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"
pt.darts
PyTorch Implementation of DARTS: Differentiable Architecture Search
pytorch-Deep-Learning-Minicourse
Deep Learning with PyTorch
pytorch-quantization-demo
A simple network quantization demo using pytorch from scratch.
QuaRot
Code for QuaRot, an end-to-end 4-bit inference of large language models.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
ReinforcementLearning
Implementation of RL algorithms.
SMP_GNN_Quant
This repo provides the main codes of the paper 'Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message Propagation'
TheAlgorithmsPython
All Algorithms implemented in Python
transfer-nas
Minimal implementation of a Neural Architecture Search system.