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May 09, 2021

Emotion Classification from text using Tensorflow 2

Emotion Classification is a Natural Language Processing task in Machine Learning where we can process text data and classify into different classes and can detect sentiment of given text.

January 15, 2022

Named Entity Recognition (NER) using fine-tuned Bert Model

Use a fine-tuned bert model from huggingface to process text and extract data from given text for four entities such as person, organization, location and misc entities

November 17, 2022

Speech Recognition using OpenAI Whisper model

Automatic Speech Recognition using OpenAI's whisper model in python and create transcription from audio files locally and from websites like YouTube using python

October 01, 2021

Create WordCloud from text using Python

Create wordcloud using python wordcloud library using both cli and python code and modify its behaviour using custom masks, stopwords and colors.

October 16, 2023

Introducing Replit Code V-1.5 3B: The Next Level of Code Completion

Replit Code V-1.5 3B is a groundbreaking code completion model by Replit, Inc. Trained on an expansive 1T tokens of code, it covers 30 languages, offering developers unmatched assistance and revolutionizing code completion.

October 17, 2023

Diving Deep into Replit Code V-1.5 3B: Elevate Your Code Completion Game

Replit Code V-1.5 3B is a formidable tool in the developer's arsenal, offering a fusion of expansive training and real-world utility. By bridging the gap between coding intuition and machine learning, it sets the stage for a new era of programming.

June 19, 2021

Text Data Augmentation using NLPAug

We have different triditional and Machine Learning based methods for increasing our training data by changing data shape, adding noise or creating nearly similar data using current dataset. NLPAug is an open source python package for data augmentation using different methods and pretrained Deep Learning models.


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