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Tokarev Igor's Projects

gym-network_intrusion icon gym-network_intrusion

This gym environment simulates network intrusion similar to that described in the NSL-KDD Dataset given in this link http://www.unb.ca/cic/datasets/nsl.html

haxss icon haxss

A reinforcement learning based XSS injection prototype

jsqis icon jsqis

Javascript quantum information simulator

kaggles icon kaggles

Repo with my decisions for Kaggle Competitions.

lamorel icon lamorel

Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

lapo icon lapo

Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)

linevd icon linevd

Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)

linevul icon linevul

A Transformer-based Line-Level Vulnerability Prediction

link icon link

Link: Black-Box Detection of Cross-Site Scripting Vulnerabilities Using Reinforcement Learning

llama-tot icon llama-tot

Tree of Thought Experiment with LLaMa Models

llama_generative_agent icon llama_generative_agent

A generative agent implementation for LLaMA based models, derived from langchain's implementation.

llm.c icon llm.c

LLM training in simple, raw C/CUDA

llm4rl icon llm4rl

A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM

lm-finetune icon lm-finetune

Код для файнтюна LM (rugpt, LLaMa, FRED T5) средствами transformers + deepspeed + LoRa

mab-malware icon mab-malware

MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-armed bandit (MAB) problem, by treating each action-content pair as an independent slot machine.

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