Popular GitHub Repositories for Demonstration

Curated list of awesome GAN applications and demo

总结Prompt&LLM论文，开源数据&模型，AIGC应用

Demonstration of different algorithms and operations on faces. Star the repo⭐

? The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation

Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

Swift demonstration of how to build a Slack app that enables end-users to interact with a ChatGPT bot

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)

Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI

Assetto Corsa OpenAI Gym Environment

"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer

LockeBot: a demonstration of implementing a basic question answering bot with use of Rasa and a database

Deep Reinforcement Learning Framework for Manipulator based on NVIDIA's Isaac-gym, Additional add SAC2019 and Reinforcement Learning from Demonstration Algorithm.

Integrating learning and task planning for robots with Keras, including simulation, real robot, and multiple dataset support.

Demonstration of Natural Language Query (NLQ) of an Amazon RDS for PostgreSQL database, using SageMaker JumpStart, Amazon Bedrock, LangChain, Streamlit, and Chroma.

Demonstration of the results in "Text Normalization using Memory Augmented Neural Networks", Authors: Subhojeet Pramanik, Aman Hussain

Demonstration application showing how Neo4j works with Amazon Bedrock

[ICML 2019] Implementation of "Imitation Learning from Imperfect Demonstration"