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Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking, Post Ranking, Relevance, LLM and RL. Please cite our paper "Deep Learning to Rank in Industrial Search Engines, Recommender Systems, and Online Advertising - An Overview and New Perspectives" (TOIS 2026).
PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）
CMS Detection and Exploitation suite - Scan WordPress, Joomla, Drupal and over 180 other CMSs
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
Awesome Reasoning LLM Tutorial/Survey/Guide
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
Disable PatchGuard and Driver Signature Enforcement at boot time
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
JWT brute force cracker written in C
Brute force subghz fixed codes using flipper zero
Fast, multi-protocol credential brute-forcer. Parses Nmap, Nessus, and Nexpose output to automatically test default and custom credentials across 30+ protocols.
Simple and easily configurable grid world environments for reinforcement learning
Textbook on reinforcement learning from human feedback
Summaries of machine learning papers
A Survey of Reinforcement Learning for Large Reasoning Models
ProtoMotions is a GPU-accelerated simulation and learning framework for training physically simulated digital humans and humanoid robots.
BottleCRM: free, open-source (MIT) CRM with sales, support tickets and invoicing in one app. Unlimited users; self-host or use the hosted app.
A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
Solutions of Reinforcement Learning, An Introduction
verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in-Group Policy Optimization for LLM Agent Training"
A lightweight suite of motion imitation methods for training controllers.
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
A repo for data science related questions and answers
GLM-4.6V/4.5V/4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning