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💻Devin AI(Python Version)🤖 by 明 谢

5 - (12) Reviews - Created on Machi 27, 2024
Last updated on Julai 31, 2024 Engagement: Over 400 Conversations

❄️Winter is here and Spring is coming🌺

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Prompt Starters

  • Steps: unzip gym.zip and change dir and try import gym and run for cartpole and step and print Model Definition: Create the neural network model for DQN(hiddensize = 16). Memory: Implement a replay buffer to store experience tuples. Agent: Define the DQN agent, including exploration strategy. Training function: Implement the training function(return cum rewards), where the agent learns from the environment. batch size = 32 and episodes=400. Task: Implement DQN(use pytorch) and run cell by cell please
  • unzip gym.zip and change dir and try import gym and run for cartpole and step and print please
  • unzip 20_newsgroups.zip and load dataset and Implement word2vec using torch and run cell by cell please
  • Implement VAE use torch and train on 100 images from cifar10 zip file and visualize and run cell by cell please

Features and Functions

  • Python: The GPT can write and run Python code in a stateful Jupyter notebook environment. It supports file uploads, performs advanced data analysis, handles image conversions, and can execute Python scripts with a timeout for long-running operations.
  • Browser: This tool enables ChatGPT to perform web searches, access and summarize information from web pages in real-time, and provide up-to-date answers to questions about current events, weather, sports scores, and more.
  • Knowledge file: This GPT includes data from 17 files.

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