README.md

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title: NLP_project emoji: 🤢 colorFrom: cian colorTo: pink sdk: streamlit sdk_version: 1.31.0 app_file: app.py pinned: false

Streamlit app with neural network 💡

Team🧑🏻‍💻

1. Diachenko Ilia
2. Nikita Yakubovskiy

Task 📌

1. Create a service for classifying user-entered reviews of a medical institution using classical ML models and neural networks.
2. Create a service for assessing the degree of taxiness of user-entered text using the BERT model.
3. Horoscope generation using neural networks.

Libraries 📖

import streamlit as st
import numpy as np
import pandas as pd
import time
import torch
import torch.nn as nn
from torch import tensor

import joblib
from dataclasses import dataclass
from transformers import AutoTokenizer, AutoModel, AutoModelForSequenceClassification, GPT2LMHeadModel, GPT2Tokenizer
import json