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Konstantin's Projects

adabound icon adabound

An optimizer that trains as fast as Adam and as good as SGD.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

apec icon apec

APEC (Asymmetric Parametric Exponential Curvature) activation function.

autoawq icon autoawq

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference.

autogptq icon autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

dyna icon dyna

DyNA is a framework for dynamic, data-driven nonlinear signal propagation, inspired by biological neural networks.

hoxy icon hoxy

Web-hacking proxy API for node

iron-core icon iron-core

The main Iron namespace and utilities for the iron packages.

iron-layout icon iron-layout

Dynamic layout with support for rendering dynamic templates into regions.

iron-location icon iron-location

Reactive urls that work in IE8/9 and modern pushState browsers.

iron-router icon iron-router

A client and server side router designed specifically for Meteor.

iron-url icon iron-url

Url utilities and support for compiling a url into a regular expression.

keyboardjs icon keyboardjs

A JavaScript library for binding keyboard combos without the pain of key codes and key combo conflicts.

llama_index icon llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

lpm icon lpm

The LPM (Low Precision Modules) is a collection of PyTorch modules that utilize low-precision calculations and/or low-precision/quantized weights.

restive.js icon restive.js

The Easiest Way to Make your Website Responsive or Adaptive!

self-projection icon self-projection

The SelfProjection module is a PyTorch-based neural network layer designed to transform and project high-dimensional data.

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