Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification Programming Computer Science by usmanmalik57 …() != '') & (dataset['text'].str.strip() != '')] # Filter the DataFrame for each sentiment neutral_df = dataset[dataset['airline_sentiment'] == 'neutral'] positive_df = dataset…= negative_df.sample(n=33) # Concatenate the samples into one DataFrame dataset = pd.concat([neutral_sample, positive_sample, negative_sample]) # Reset index … Multivariate Stock Price Prediction with Transformer Encoder in TensorFlow Programming Computer Science by usmanmalik57 …end_date) # Display the historical data as a Pandas DataFrame print(data.shape) data.tail() ``` **Output:** ![…` function that takes the normalized training features dataframe, the training labels, and the sequence length…# List to hold labels # Iterate through the DataFrame to create sequences for i in range(seq_length, len… TensorFlow Keras Sequence Data Generator for Multimodal Classification Programming Computer Science by usmanmalik57 …imports the `labels.csv` file as a Pandas dataframe and displays its header. ``` labels_df = pd.…an empty string. Finally, we will remove all the dataframe columns except `text_corrected`, `image_path`, and `overall_sentiment`. The…Sequence` class. We pass the features and labels dataframe, the text tokenizer, the image processor, the… PDF Image Table Extractor Web App with Google Gemini Pro and Streamlit Programming Computer Science by usmanmalik57 … Query" button. The response is stored in a Pandas dataframe and displayed in the output. ![image1.png](https://static.daniweb… to the `data` list. The `pd.DataFrame` constructor converts the `data` list to a Pandas dataframe, which is displayed on the web… Fine Tuning Google Gemma Model for Text Classification in Python Programming Computer Science by usmanmalik57 …. The following script imports the CSV file into a Pandas dataframe. We randomly shuffled the dataset and took only 5000 records…/attachments/4/4f0c655e2ff944bc80ffe0d299257a43.png) The script below converts our Pandas dataframe to a Hugging Face dataset. The script divides the dataset… Comparing Google Gemini Pro with OpenAI GPT-4 for Zero-Shot Classification Programming Computer Science by usmanmalik57 …). The following script imports the CSV file into a Pandas DataFrame, shuffles the dataset randomly, and selects only the first 100… Extract Tabular Data from PDF Images using Hugging Face Table Transformer Programming Computer Science by usmanmalik57 …/attachments/4/fe835379aba02b23fa156c5eb90b266c.png) The above output shows the Pandas dataframe containing the data from the generated CSV file. I hope… Re: Fine-Tuning OpenAI Whisper Model for Audio Classification in PyTorch Programming Computer Science by habi_2 how to use the best_model.pt Re: Sentiment Analysis with Data Augmentation Using ChatGPT Programming Computer Science by Abdul_116 Fascinating to see sentiment analysis being applied to understand Pakistani consumers on High Street Pakistan! As online shopping thrives, it'd be interesting to compare brand opinions on both platforms - how do traditional High Street stores fare against online giants in terms of sentiment? Could data augmentation help bridge the data gap for … Re: Using ChatGPT to Interact with Third-Party Applications in Python Programming Computer Science by catherine_11 Integrating ChatGPT with third-party applications in Python involves utilizing [OpenAI's API](http://www.google.com). Begin by obtaining API credentials, then craft Python scripts to send requests and process responses. Adhere to OpenAI's documentation for optimal integration, ensuring secure and efficient interaction with the ChatGPT model. Re: Multilabel Text Classification using Hugging Face Models for TensorFlow Programming Computer Science by Aravind_11 Thank you very much for this informative example! I have a question regarding the line "bert = TFAutoModel.from_pretrained(model_name, from_pt = True)". Since we are using Tensorflow here, shouldn't we leave out "from_pt = True" ? Re: Converting integer dataframe to string Programming Software Development by Taruna_1 Dataframe sample is given below: Item Class Cd 57 57 57 57 57 57 57 57 57 57 57 18 I am reading it as df = pd.read_csv("C:\\Desktop\\TEST.csv") How to vectorize and speed-up double for-loop for pandas dataframe when doi Programming by Al_628 …1, 4, 2, 2, 2] } df_test = pd.DataFrame(d_test) I want to identify similar names in `name` column… 7 Computation runs for 210 seconds for dataframe with 1 million rows where in average … 1, 4, 2, 2, 2] } df_test = pd.DataFrame(d_test) # pip install thefuzz from thefuzz import fuzz df_test = … Adding Row to Pandas Dataframe Programming Software Development by Niner710 I am interested in using a PanDas dataframe to manipulate data. Can anyone tell me how to append **b ** into **df** so that I get **7 8 9 10 5 6 7 8** as my **df** dataframe. from pandas import * a = [ [7,8,9,10], ] b = [ [5,6,7,8],] df = DataFrame(a) df.append(b) ???????? Converting integer dataframe to string Programming Software Development by Taruna_1 I have an integer dataframe and in my code I am doing some length calculation( which can be only perfomred on string), therefore I need to convert my dataframe to String. I have tried using str(), its not helping me, it would be helpful if you could suggest something. How to add a new column to a hierarchical dataframe grouped by groupby Programming Software Development by glez_b … averages of Temperature, Moisture and Sum of Precipitation. My monthly dataframe has the following column: data Fecha Hora DirViento MagViento Temperatura…(2) Now using "pandas" and we indexed the dataframe and grouped index=data.set_index(['Fecha','Hora'],inplace=True) grouped… python custom class return dataframe Programming Software Development by moone009 ….2 class ReturnDataFrame: import pandas as pd from pandas import DataFrame def FileName(self,FileName): self.name=name EFile = pd.…import * X = returnDataFrame() X.FileName('F:/Python/Week05052013.csv') WeeklyFile = DataFrame() WeeklyFile = WeeklyFile.append(X.returnFile()) Re: python custom class return dataframe Programming Software Development by moone009 …): return EFile **Execute code below:** import pandas from pandas import DataFrame import ReturnDataFrame from ReturnDataFrame import * X = returnDataFrame() X.FileName('F… Re: Convert Pandas DataFrame to List Programming Software Development by Niner710 This is my dataFrame. In [63]: pandasDF Out [63]: LogBlk Page BayFail 0 0 …, 1, 4, 5, 6, 8, 9, 12, 13, 14] My dataframe is pandasDF and it gives me the output above. What… Re: Converting integer dataframe to string Programming Software Development by vegaseat Give us an example of a dataframe. Re: Converting integer dataframe to string Programming Software Development by Gribouillis Apparently, you are using pandas DataFrame instances. The api reference for these objects contains [conversion methods](http://pandas.pydata.org/pandas-docs/dev/api.html#id12). I would try s = df.to_string() Re: python custom class return dataframe Programming Software Development by Gribouillis … == '__main__': X = returnDataFrame() X.FileName('F:/Python/Week05052013.csv') WeeklyFile = DataFrame() WeeklyFile = WeeklyFile.append(X.returnFile()) Re: python custom class return dataframe Programming Software Development by moone009 Got it working. When I write the actuall class code in the terminal I was not running into any issues. However when I was importing my class I was running into issues. I added the Import pandas and from pandas import DataFrame to the top of my returnDataFrame.py and then it worked without any issues. Convert Pandas DataFrame to List Programming Software Development by Niner710 I want to convert a Pandas DataFrame series to a List. In [63]: bayFails Out[64]: 0 [0, 1, 4, 5, 6, 8, 9, 12, 13, 14] In [63]: type(bayFails) Out[64]: <class 'pandas.core.series.Series'> Can someone show me how to convert bayFails into a list? How to find the datatype of the dataframe Programming Software Development by Taruna_1 …, I want to identify the datatypes of the te entire dataframe and group it as String, Number and Date. Required Output… Pandas.DataFrame.Read_csv Programming Software Development by Abdulkabir_1 …") row = next(df.iterrows())[1] print(row['x']) error: dataframe is not defined. I have a cvs file with 5… Strata based sampling from database into a dataframe Programming by likithsai How can I sample data from a database strata by date. Table a, partitioned by date. I need to do a sampling of the table with more latest record and less older record and move it into a panda dataframe. How to pass a server side value to an attribute of a custom jsp tag Programming Web Development by jadeite100 …=0"+ "\"" + " name=\"dataFrame\" id=\"dataFrame\" height=\""+numberOfRecordsDouble+"\"" +"…; + dataAction + orderStr + "\"" + " name=\"dataFrame\" id=\"dataFrame\" height=\""+numberOfRecordsDouble+"\"" +"… Statistical Approaches for Inter-Annotator Agreement with Pandas Dataframes Programming Computer Science by usmanmalik57 …. results1 = get_fleiss_kappa([file_50_1_JC, file_50_1_HL, file_50_1_SB]) results1_df = pd.DataFrame.from_dict([results1]).T results1_df = results1_df.reset_index() results1_df.columns =['Emotion….PNG) ## Finding Krippendorff’s Alpha for Pandas Dataframe Columns ## The Python [Krippendorff](https://pypi.org/project… Data Gathering In The Wild: A Hands-On Example Programming Computer Science by jeffmylife … more processing is required. from pandas import DataFrame, to_numeric gas_stations = DataFrame(json_data)[["lat","lng"]] …stations_list = list(chain.from_iterable(json_data.values())) gas_stations = pandas.DataFrame(stations_list)[["lat","lng"]] gas_stations.columns =…