Pinned Repositories
auto-features-extraction-for-RL
Features Extraction using Autoencoders for Reinforcement Learning Tasks
awesome-hadoop
A curated list of amazingly awesome Hadoop and Hadoop ecosystem resources
E-Learning_Platform
E-Learning Platform using Django to coordinate materials and discussion between instructor and students.
gym-embedding-world
Two word embedding mapping compatible with OpenAI gym
myChat_v0.1
Chat application to communicate between Java PC and Android
nmt-with-attention-for-ar-to-en
simple NMT With Attention For Arabic to English
Teach_Autopilot_for_Quadcopter
An agent that can fly a quadcopter, and then train it using a reinforcement learning algorithm.
Time-Series-Classification
Topological Features for Time Series Classification
torch-operation-counter
torch_operation_counter: Count the Arithmetic Operations in PyTorch
distributed_eigenspaces
SamirMoustafa's Repositories
SamirMoustafa/Time-Series-Classification
Topological Features for Time Series Classification
SamirMoustafa/nmt-with-attention-for-ar-to-en
simple NMT With Attention For Arabic to English
SamirMoustafa/torch-operation-counter
torch_operation_counter: Count the Arithmetic Operations in PyTorch
SamirMoustafa/auto-features-extraction-for-RL
Features Extraction using Autoencoders for Reinforcement Learning Tasks
SamirMoustafa/gym-embedding-world
Two word embedding mapping compatible with OpenAI gym
SamirMoustafa/Machine-Learning-Implementation
Naive implementation for Machine Learning algorithms
SamirMoustafa/airbnb-causal-analysis
Identify potential factors behind the return on investment for the hotel industry.
SamirMoustafa/Data-Science--Cheat-Sheet
Cheat Sheets
SamirMoustafa/data-science-template
Template for a data science project
SamirMoustafa/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
SamirMoustafa/degree-quant
ICLR 2021
SamirMoustafa/FDS2020_seminars
Repository with seminars from the course Theoretical Foundations of Data Science at Skoltech in summer 2020
SamirMoustafa/Generate_TV-Scripts_using_RNN
Generate Simpsons TV scripts using RNNs. Using part of the Simpsons dataset of scripts from 27 seasons.
SamirMoustafa/gnn-comparison
Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020
SamirMoustafa/HackLab-Skoltech
Nvidia, Sbermarket, Sbermarket, and AstraZeneca Hackathons
SamirMoustafa/i-Exact
Official repository for "Activation Compression of Graph Neural Networks using Block-wise Quantization and Improved Variance Minimization". Eliassen and Selvan. 2023
SamirMoustafa/k-RedundancyGNNs
Official implementation of On the Two Sides of Redundancy in Graph Neural Networks
SamirMoustafa/Linear-Algebra-and-Learning-from-Data
Solutions to the problems in the book: Linear Algebra and Learning from Data by Gilbert Strang, MIT
SamirMoustafa/llm-awq
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
SamirMoustafa/LLM-QAT
Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"
SamirMoustafa/pt.darts
PyTorch Implementation of DARTS: Differentiable Architecture Search
SamirMoustafa/pytorch-Deep-Learning-Minicourse
Deep Learning with PyTorch
SamirMoustafa/pytorch-quantization-demo
A simple network quantization demo using pytorch from scratch.
SamirMoustafa/QuaRot
Code for QuaRot, an end-to-end 4-bit inference of large language models.
SamirMoustafa/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
SamirMoustafa/ReinforcementLearning
Implementation of RL algorithms.
SamirMoustafa/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'
SamirMoustafa/Tango
SamirMoustafa/TheAlgorithmsPython
All Algorithms implemented in Python
SamirMoustafa/transfer-nas
Minimal implementation of a Neural Architecture Search system.