Usatyuk Vasiliy's repositories
Density-Evolution-AWGN
Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance Evolution
Construct-Long-Length-Block-and-Convolutional-MET-QC-LDPC-
construction high perfomance long length, low error floor block Multi-edge Type (MET) QC-LDPC codes and Tail-Biting convolutional MET QC-LDPC Codes (MET QC-LDPCC codes)
Simulated-annealing-lifting-QC-LDPC
Simulated annealing lifting for high girth QC-LDPC include ACE/EMD optimization. Make QC-LDPC from protograph (base matrix)
trapping-sets-enumeration
Importance Sampling and Linear Programming based Enumerating and Weighing of Trapping sets in LDPC codes, ISING models and related DNN Arch( Transformer, RBM, BM, SPN und etc),
EMD-Spectrum-LDPC
Enumerate LDPC Codes extrinsic message degree (EMD) Spectrum for analyzing cycles properties sublinear and part of linear trapping sets
Sparse_Filter_Bank_Review
Sparse Channel Code based Filter Bank for Faster Than Nyquist Review from Professor Li Bin Team
Classical-and-Quantum-Topology-ML-toric-spherical
Spherical and Hyperbolic Toric Topology-Based Codes On Graph Embedding for Ising MRF Models: Classical and Quantum Topology Machine Learning
mod-interleaveavx_multithreads-FAID
Source codes for the paper "Optimized LNS-FAID of LDPC Codes: A Hybrid Precision Decoding Approach for 50G-PON".
awesome-approximate-dnn
Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment
basejump_stl
BaseJump STL: A Standard Template Library for SystemVerilog
ConstellationShapingWizard
end-to-end learning of the probabilities, constellation geometry, and demapper of a communication system
dory
A tool to deploy Deep Neural Networks on PULP-based SoC's
DVB-S2-matrices
matlab tools to convert matrices defined in DVB-S2 standard to parity-check to Quasi-Cyclic matrices
ESP-12-ESP8266-_Server-Room-Dweet-based-Sensors-Tracker-Temp-Humidity-Tracker-
Server-Room-ESP12(ESP8266)_Dweet-based-Sensors-Tracker-Temp-Humidity-Tracker
gpqa
GPQA: A Graduate-Level Google-Proof Q&A Benchmark
koboldcpp
A simple one-file way to run various GGML and GGUF models with KoboldAI's UI
llm.c
LLM training in simple, raw C/CUDA
Low-weight_Codeword_Problem
Challenge Low-weight Codeword Problem https://decodingchallenge.org/low-weight/
neureka
2-8bit weights, 8-bit activations flexible Neural Processing Engine for PULP clusters
parametrizable-floating-point-verilog
Verilog library that supports IEEE754 floating point arithmetic with a parametrizable mantissa and exponent
pykan
Kolmogorov Arnold Networks
RandomizedGreedyMPS
Code associated with the publication "Randomized greedy magic point selection schemes for nonlinear model reduction" by R. Zimmermann/Kai Cheng
Retrieval_Head
open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
Server-Room-Dweet-based-Sensors-Tracker-Temp-Humidity-Tracker-
STM32F405RG based Server Room Dweet Temp Humidity Tracker
stable-diffusion-webui
Stable Diffusion web UI
text-generation-webui
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
tiny-gpu
A minimal GPU design in Verilog to learn how GPUs work from the ground up
vu13p
Xcvu13p device examples