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Tabular Data Classification with Hugging Face Meta Tree Transformer 1 Hour Ago by usmanmalik57 … import preprocess_dimension_patch from transformers import AutoConfig from sklearn.metrics import accuracy_score import imodels # pip install imodels import sklearn from sklearn.model_selection import train_test_split import numpy as np import… OpenAI GPT-4o vs Meta Llama 3 for Zero Shot Text Classifiation 3 Weeks Ago by usmanmalik57 … import the required libraries. ``` import os import pandas as pd from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score from openai import OpenAI from groq import… Image Analysis Using OpenAI GPT-4o Model 2 Weeks Ago by usmanmalik57 … code in this article. ``` import os import base64 from IPython.display import display, HTML from IPython.display import Image from openai import OpenAI ``` ## General Image… find the difference between the following two images. ``` from PIL import Image import matplotlib.pyplot as plt # image1_path: https://www.allprodad.com… Comparing Fine-tuned and Default GPT-3.5 Turbo for Text Classification 1 Week Ago by usmanmalik57 … our application. ``` from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score from openai import OpenAI import pandas as pd import json ``` ## Importing the Dataset… Text to Speech Conversion Using Hugging Face Transformers 4 Weeks Ago by usmanmalik57 … speech using the MeloTTS model. In the following code, we import the `TTS` class from the `melo.api` module and set… and save it as `en-us.wav`. ``` from melo.api import TTS speed = 1.0 device = 'auto' # Will automatically use GPU… Re: Generate Stunning AI Images for Free Using Diffusion Models 4 Weeks Ago by rproffitt Read this today: > A.I. made me believe in the concept of the human soul by showing me what art looks like without it. Using Natural Language to Query SQL Databases with Python LangChain Module 2 Months Ago by usmanmalik57 The advent of large language models (LLM) has replaced complex scripts with natural language for automating various tasks. You can now use LLM to interact with your databases using natural language, which makes life easier for people who do not have sufficient SQL knowledge. In this article, you will learn how to retrieve information from SQL … Paris Olympics Ticket Information Chatbot with Memory Using LangChain 2 Months Ago by usmanmalik57 ….chains import create_retrieval_chain from langchain_core.documents import Document from langchain.chains import create_history_aware_retriever from langchain_core.prompts import MessagesPlaceholder from langchain_core.messages import HumanMessage, AIMessage import os… Retrieval Augmented Generation with Hugging Face Models in LangChain 1 Month Ago by usmanmalik57 … import FAISS from langchain.chains.combine_documents import create_stuff_documents_chain from langchain.chains import create_retrieval_chain from langchain_core.prompts import ChatPromptTemplate from sentence_transformers import SentenceTransformer from transformers import BitsAndBytesConfig import… Paris Olympics Chatbot- Get Ticket Information Using Chat-GPT and LangChain 2 Months Ago by usmanmalik57 … langchain_openai import OpenAIEmbeddings from langchain_community.vectorstores import FAISS from langchain.chains.combine_documents import create_stuff_documents_chain from langchain.chains import create_retrieval_chain from langchain_core.documents import Document import os… Question Answering with YouTube Videos Using RAG in LangChain 2 Months Ago by usmanmalik57 ….document_loaders import YoutubeLoader from langchain_openai import ChatOpenAI from langchain_core.prompts import ChatPromptTemplate from langchain_core.output_parsers import StrOutputParser from langchain.text_splitter import RecursiveCharacterTextSplitter from langchain_openai import OpenAIEmbeddings… Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification 2 Months Ago by usmanmalik57 … required libraries. ``` import os import pandas as pd from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score import anthropic from openai import OpenAI import vertexai from… Bouncing Balls: Creating a new ball when two balls collide 2 Months Ago by jprog1000 …){ return this.getBounds().intersects(b.getBounds()); } } import javax.swing.JFrame; public class Frame{ public static …ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.… Re: Bouncing Balls: Creating a new ball when two balls collide 2 Months Ago by toneewa ….event.ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.awt.Color; import java.util… Re: Bouncing Balls: Creating a new ball when two balls collide 2 Months Ago by toneewa ….event.ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.awt.Color; import java.util… Summarizing YouTube Video Transcriptions Using Distil Whisper and LLM 1 Month Ago by usmanmalik57 …import torch from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor, pipeline from transformers import AutoModelForCausalLM, AutoTokenizer, logging from datasets import load_dataset from pytube import YouTube from transformers import…=torch.bfloat16 ) ``` Next, we will import the Mistral-7B model and its tokenizer from… How can I upload a tar.bz2 file to openstack swift object storage container 2 Months Ago by Hanginium65 … Python. from keystoneauth1 import session from keystoneauth1.identity import v3 from swiftclient.client import Connection from swiftclient.client import ClientException import gzip import tarfile # Create a… Generate Stunning AI Images for Free Using Diffusion Models 1 Month Ago by usmanmalik57 … sets it up for GPU acceleration. ``` from diffusers import DiffusionPipeline import torch pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl… below creates our base model and refiner. ``` from diffusers import DiffusionPipeline import torch # load both base & refiner base = DiffusionPipeline… Re: How can I upload a tar.bz2 file to openstack swift object storage container 2 Months Ago by Salem … the file, and just gives you bytes. >>> import gzip >>> gz = gzip.open('foo.tar.gz… Re: i don´t understand this syntax error when using OpenCV 2 Months Ago by Audun … cv - tot.py", line 1, in <module> import cv2 # OpenCV for image processing ModuleNotFoundError: No module named 'cv2… A module that comes with Python, doesn´t register? 2 Months Ago by Audun … cv - tot.py", line 1, in <module> import cv2 # OpenCV for image processing ModuleNotFoundError: No module named 'cv2… Re: i don´t understand this syntax error when using OpenCV 2 Months Ago by Reverend Jim What happens if you open a python shell and just type "import cv2"? As I said in your other thread, the problem might be with python 3.12. It imports ok under 3.10. Need help with Lem-in Project 1 Month Ago by Oven … link. And here is my code and output: package main import ( "fmt" "io/ioutil" "log"… Re: Need help with Lem-in Project 1 Month Ago by toneewa … help get you back started. This should help: package main import ( "fmt" "io/ioutil" "log"… Re: Improve HAVING BY performance 2 Months Ago by Biiim … is definitely something very wrong with your setup cause I import 10 million rows of 6 columns every week in less… Re: DaniWeb Auto Answer A.I. feature 2 Months Ago by toneewa … can estimate a maximum time of 37.63 days to import at 33.90it/sec. A larger sample would give us… Re: Using Natural Language to Query SQL Databases with Python LangChain Module 1 Month Ago by aishamushtaq very helpful Re: Extract Tabular Data from PDF Images using Hugging Face Table Transformer 1 Month Ago by Harini sri Hi, Thank you so much for the above code. Its giving better results compared to other libraries. I have few questions. In some tables, I have common column name for three columns and further I have sub columns like below.... in these cases the tables are not getting extracted properly...Do you have any suggestions for handling such cases? Also … Re: Bouncing Balls: Creating a new ball when two balls collide 2 Months Ago by jprog1000 Thank you so much for your reply and additions! It is certainly working as I wanted. I will read through the code you have added and ask you any questions I might have. I hope you don't mind. Regards Re: Bouncing Balls: Creating a new ball when two balls collide 2 Months Ago by Dani I’ll mark this question solved :)