Serge Rogatch's Projects
π A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Instruct-tune LLaMA on consumer hardware
Arasan chess engine
P=NP? A reduction of CNF boolean satisfiability to the circulation problem in an undirected graph
Boolean satisfiability (BSAT) solver for 3-CNF inputs (3-SAT)
C Bounded Model Checker
Learning programs for children
Implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"
Demo of nvcc miscompilation of comparisons if return statement is missing
A small reproducible example for a bug linking CUDA device code from a static library to an executable
Test CUDA on Linux
Management command for creating compressed archives of Django projects, including database tables and uploaded media.
A social game
ECM Factorization on CUDA-GPUs
Syzygy TB probe tool.
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Galois: C++ library for multi-core and multi-node parallelization
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
Automatic inference of software architecture from source code
Learn vocabulary in multiple languages simultaneously using CSV inputs
A List of Recommender Systems and Resources
Patterns and behaviors for GPU computing
g++ and clang++ bug when no comparison is generated if the return statement is missing
Trying to achieve the maximum read speed for NVMe
π±Modern Web Framework for C++. High performance, simple API, cross platform, zero dependency.
openEMS is a free and open-source electromagnetic field solver using the EC-FDTD method.
Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.
Probabilistic question asking system as a large language model