Nikronic/local-llms

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Nikronic/local-llms

Nikronic

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Anything about training and inferencing LLMs locally (local home server)

Optimized-MDVRP

"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

Machine-Learning-Models

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

CoarseNet

Modified version of U-net based on "Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)" paper.

nikronic.github.io

Mom: You need to buy a house, Me: I have a house. The House I have: ⬇️

ObjectNet

PyTorch implementation of "Pyramid Scene Parsing Network".

Coursera-Machine-Learning

In this repository I implemented all assignments in python for the purpose of learning python

Jupyter Notebook

EdgeNet

A simple Convolutional Neural Network to find edges of images using Canny edge detector result as ground truth

Halftoning-Algorithms

Some implementation of halftoning algorithms.

DetailsNet

A simple CNN network with residual connections as a Generator to improve details of images in cooperation with two Discriminators.

Places365-Preprocessing

Some functions to preprocess Places365-Standard data set for deep learning tasks. (feed as data to CoarseNet, ObjectNet, EdgeNet, and DetailsNet)

Artificial-Neural-Networks

Projects of the course Artificial Neural Networks by Dr. Mozayani - Fall 2019

Jupyter Notebook

Deep-Halftoning

"Deep Context-Aware Descreening and Rescreening of Halftone Images" paper implementation.

NLP-Fall18-UOG

In this repository, We implemented a Statistical NLP model to predict news agency, news tags, etc as final project of NLP course in university of Guilan

Jupyter Notebook

Deep-Learning-Summer-School_University-of-Tehran

Contains all assignments in summer school

Jupyter Notebook

Microelectronic-Circuits

Assignment of Microelectronic Circuits using HSPICE to simulate some of CMOS gates logics.

CAD_2018

Some of small codes and implementation of modules in Computer Aided Design in VHDL by ActiveHDL

K-MCI

This is an implementation of K-MCI algorithm in python.

Jupyter Notebook

R_Compiler

This is an implementation of R compiler using JFlex

MDVRP_UoG

A implementation of MDVRP

Digital-Image-Processing-IUST

The assignments of Digital Image Processing course taught by Dr. Mohammadi at Iran Science and Technology University

Jupyter Notebook

Nikronic

Pattern-Recognition-IUST

The pattern recognition assignments and solutions for fall 2019 by Dr. Analouei at Iran University of Science and Technology

Jupyter Notebook

godot_journey

Ignite-the-torch

niklib

Copypasta I created during my clueless journey in computer science, devoured by python.

Mini-FeatureDecoupling

A very tiny implementation of self-supervised learning in image classification using feature decoupling by creating rotations as supervision signal.

canada-visa-form-extraction

Tools to extract and transform Canada visa forms (IMM 5257 E and IMM 5645 E) into standard format.

ndr

Official (ugly and hard-to-read) implementation of "Topology Optimization via Frequency Tuning of Neural Design Representations" at SCF21.

table-ocr

OCRing the tables for cast them to any format, structure or template.

Jupyter Notebook

old_blog

Hosts my posts and blogs

Stochastic-Processes

cv

Source code and updates to my CV in Latex to PDF

vizard-presentation

postgres-journey

Journey of learning Postgres and deepening my understanding of database (I failed to have a proper grasp of databases and finally not afraid to mention it!).

awesome-research

Yet another awesome list, but with assumption of being clueless yet smart (actually a Pepega) and hard working (Kappa).