krell11

LLM101n

LLM101n: Let's build a Storyteller

GALE

A Python Library for Global Adaptive Learning

StateOfTheArtAdaptiveSampling

hnc-cad

[ICML 2023] Official PyTorch Implementation of "Hierarchical Neural Coding for Controllable CAD Model Generation".

LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

amgnet

IMG_Survey

InvokeAI

InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.

awesome-implicit-representations

A curated list of resources on implicit neural representations.

faq-slack-bot

LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps

invest-bot

Trading bot based on Tinkoff Invest gRPC API

CNN_FEM

In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model and predict stress distribution over the plate for uncalculated forces.

CNN-SINDy-MLROM

Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.

MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

cvessentials

Tutorial Series (60 hour course): Essentials of computer vision

DL-ROM-Meth

Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10915-021-01462-7.

vecsim-demo

Explore vector similarity in Redis

LSTM_ROM_Arxiv

A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269

recommenders

Best Practices on Recommendation Systems

LLMRec

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

IK-3LinkManipulator-NN

Solving the inverse kinematics problem of a 3 Link Planar Manipulator using neural networks.

RSPapers

A Curated List of Must-read Papers on Recommender System.

Summer2025-Internships

Collection of Summer 2025 tech internships!

Building-a-Content-Based-Movie-Recommender-System

Applying Content-Based filtering and Matrix-Algebra to build a Movie-Recommender-System in Pandas

end-to-end-cv-mlops-project

The end-to-end computer vision (object detection) project with MLOps, including a model training pipeline/workflow, an API, and an application for detecting and counting house sparrows in a photo.

pipeline

PipelineAI

Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics

Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems

PINNpapers

Must-read Papers on Physics-Informed Neural Networks.

cs-video-courses

List of Computer Science courses with video lectures.