ShiroDima
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Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
Stay on top of trending topics on social media and the web with AI
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
PyTorch Implementation of MADDPG (Lowe et. al. 2017)
Repo containing code for multi-agent deep reinforcement learning (MADRL).
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
The repository is for safe reinforcement learning baselines.
Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch
A drop-in replacement for Starlette session middleware, using Authlib's jwt
dstack is a lightweight, open-source alternative to Kubernetes & Slurm, simplifying AI container orchestration with multi-cloud & on-prem support. It natively supports NVIDIA, AMD, & TPU.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Curated List of Self-Driving Cars and Autonomous Vehicles Resources
Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
A repository for random algorithms. I append to this repository when I have free time (I have very little free time)
A browser automation framework and ecosystem.
This repository implements a continuous action reinforcement learning based autonomous driving agent in carla simulation software
Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".
A curated list of awesome computer vision resources
Notebooks for the Practicals at the Deep Learning Indaba 2024.
Jobs_Applier_AI_Agent aims to easy job hunt process by automating the job application process. Utilizing artificial intelligence, it enables users to apply for multiple jobs in a tailored way.
Authorization and token management system supporting OpenID Connect and OAuth 2
PyTorch implementation of GAIL and AIRL based on PPO.
Repo designed to help learn the Hugging Face ecosystem (transformers, datasets, accelerate + more).
Helm chart for deploying Prometheus and Grafana with full built in Kubernetes pod and infrastructure dashboard
CPU performance analysis demo for docker containers using FlameGraphs