bhattbhavesh91/voice-assistant-whisper-chatgpt

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bhattbhavesh91/voice-assistant-whisper-chatgpt

bhattbhavesh91

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This repository will guide you to create your own Smart Virtual Assistant like Google Assistant using Open AI's ChatGPT, Whisper. The entire solution is created using Python & Gradio.

Create a Smart Voice Assistant using Open AI's ChatGPT, Whisper, Python & Gradio | Python Project

Link to the official PyChatGPT Repo : https://github.com/terry3041/pyChatGPT

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Disclaimer

This project is not affiliated with OpenAI in any way. Use at your own risk. I am not responsible for any damage caused by this project. Please read the OpenAI Terms of Service before using this project.

cowin-vaccination-slot-availability

Script to check the available slots for Covid-19 Vaccination Centers from CoWIN API in India.

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table-detection-streamlit-application

Google Colab Demo of CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents

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chatgpt-chatbot

This repository will guide you to create ChatGPT like chatbot using OpenAI's GPT 3.5 model

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diffusion-chatgpt

This repository will guide you to create your Images via Stable Diffusion using a Smart Virtual Assistant like Google Assistant using Open AI's ChatGPT, Whisper. The entire solution is created using Python & Gradio.

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imbalance_class_sklearn

Address imbalance classes in machine learning projects.

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tflite-tutorials

End-to-end tutorials on how to create TensorFlow Lite (TFLite) models!

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twitter-scrapper-snscrape

Tutorial to scrape tweets from Twitter using snscrape

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pdf-q-a-llamaindex-llama2

Chat with your PDF files using LlamaIndex, Astra DB (Apache Cassandra), and Gradient's open-source models, including LLama2 and Streamlit, all designed for seamless interaction with PDF files.

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GA_Sessions

A Placeholder of all the scripts & notebooks which I'll be using for GA Sessions

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wav2vec2-huggingface-demo

Speech to Text with self-supervised learning based on wav2vec 2.0 framework using Hugging Face's Transformer

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freecodecamp-tflite

Introductory tutorial on converting a TensorFlow model to TFLite model

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low-light-image-enhancement-tutorial

Small demo of MIRNet for low-light image enhancement using TensorFlow.

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easyocr-demo

A simple demo for EasyOCR Library

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time_series_notebooks

My Experiments with Time Series

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google-vision-api-for-ocr-demo

Repo which contains a small demo to Extract Text from image OCR using Google Vision API in Python

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table-question-answering-demo

Question Answering on Tabular Data with HuggingFace Transformers Pipeline & TAPAS

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outlier-detection-grubbs-test-and-generalized-esd-test-python

Repository for detecting outliers using Grubb's Threshold & Generalized Extreme Studentized Deviate (ESD) Test

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text-summarizer-using-BERT

Text summarization with BERT using bert-extractive-summarizer

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language-translation-using-mBart-50

Streamlit app to Translate text to or between 50 languages with mBART-50 from Huggingface and Facebook

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pca-from-scratch-iris-dataset

Implementing PCA from Scratch for iris dataset

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facebook-transcoder-demo

A small walkthrough of Facebook's TransCoder Pretrained model for Code Conversion

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langchain-crashcourse

The LangChain Crash Course Repository is a concise and comprehensive collection of learning materials for the LangChain programming language.

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gradient-descent-variants

My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python

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few-shot-learning-using-gpt-neo

Few Shot Learning using EleutherAI's GPT-Neo an Open-source version of GPT-3

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k_means_iris_dataset

KMeans Clustering for IRIS Dataset Classification

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text-summarization-with-streamlit

Generate summaries from texts using Streamlit & HuggingFace Pipeline

BERT-Topic-Modeling

Small tutorial on how you can use BERT for Topic Modeling

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spell-correction-gingerit-demo

Tutorial on creating a spelling correction Python application using Gingerit and Streamlit

question-answering-with-streamlit

Question Answering with Streamlit & HuggingFace Pipeline

classification-metrics-python

This is a simple python example to recreate classification metrics like F1 Score, Accuracy

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auto-regressive-time-series-model

Implementing Time Series Auto Regressive Model (AR Model) from Scratch in Python

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chatgpt-python-api-simple-tutorial

This repository will teach you how to Use ChatGPT API with Python in Just 5 Minutes

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multicollinearity_detection

Small example on how you can detect multicollinearity

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crypto-streamlit-tracker

Streamlit application to track Cryptocurrencies such as BitCoin, ethereum

tapas-demo

A small demo to show the power of Google's TAPAS

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linear-regression-assumptions

A small repository explaining how you can validate your linear regression model based on assumptions

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DocTR-OCR-tutorial

This repository contains a notebook to demonstrate the power of Document Text Recognition (DocTR) library

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multivariate-adaptive-regression-splines-demo

A small tutorial on MARS: Multivariate Adaptive Regression Splines in Python

Jupyter Notebook

keras-ocr-demo

Tutorial on Keras-OCR which is a packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

Jupyter Notebook

random-forest-visualization

This is the GitHub repository of my tutorial on visualizing the decision trees of a random forest.

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portrait-mode-tensorflow

Implementing Portrait Mode, Background Blur or Bokeh Effect using Tensorflow.

Jupyter Notebook

google-lens-gradio-web-application

Landmark Detection (Google Lens like Interface) using TensorFlow Hub & Gradio

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google-gemma-finetuning-n2sql

Finetuning Google's Gemma Model for Translating Natural Language into SQL

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html-scrapper-streamlit-google-colab

Easiest way to scrape HTML Tables using Python, Streamlit, Google Colab and ngrok

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delete-chrome-history

Delete specific websites from Google Chrome using Python

pixellib-tutorial

Learn how to change background efficiently and easily by just using 3-4 lines of code using Python's Pixellib library that uses Deeplab's pre-trained Deep Learning model.

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decision_tree_grid_search

Implementation of Grid Search to find better hyper-parameters for decision tree to reduce the over fitting.

Jupyter Notebook

whisper-youtube

This repository will guide you to create automatically generate YouTube Transcription using Using OpenAI's Whisper

Jupyter Notebook

cheat_sheets

Collection of cheat sheets which I will be using

sentence-transformers-example

HuggingFace's Transformer models for sentence / text embedding generation.

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adf-test-stationarity-python

Stationarity check using the Augmented Dickey-Fuller test from Scratch in Python

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visualize-decision-tree

🌲 Decision Tree Visualization using GraphViz and Python

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boston-housing-prediction-linear-regression

Predicting Boston Housing Prices using Linear Regression

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chi-squared-feature-selection-selectkbest

Chi-Squared For Feature Selection using SelectKBest

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pyspark-basic-tutorial

A small walk through on how we can use PySpark with Google Colab

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tf-js-example-1

In this tutorial, I'll show you how you can convert TensorFlow/Keras models to TensorFlow.js

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instagram-dp-download

Download any users Instagram display picture/profile picture in full quality using Python.

sankey-diagram-plotly-tutorial

Generating Sankey Diagrams or Alluvial Diagrams with Python's Plotly Library

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MuRIL-Tutorial

Small demo showing how MuRIL (Multilingual Representations for Indian Languages : A BERT model pre-trained on 17 Indian languages) understands Indian Languages better

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pycon-india-neo4j-workshop

Exploratory Workshop on the integration of Python and Neo4j, followed by the creation of a Q&A chatbot on Neo4j using Google's Palm2 model, all within the MakerSuite environment

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pdf-qa-astradb-langchain

Explore how to build a Q&A system on PDF File's using AstraDB's Vector DB with Langchain and OpenAI API's

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google-sheet-to-pandas

Simplest Example to read Google Sheet data into Pandas Dataframe

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hugging-face-vision-transformer-tutorial

Tutorial on using Hugging Face's Vision Transformers for Image Classification

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svm-kernel-trick

To deal with non-linearly separable we use SVM's Kernel Trick which maps data to higher dimension!

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haptik_text_classification

Classification of Haptik user chat queries into right Business Verticals using NLP

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titanic_dt_randomforest

Jupyter Notebooks with Titanic Classification using Decision Trees and Random Forest

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flipkart-price-tracker

Flipkart Price tracker written in Python. Allows you to track prices of products on Flipkart and generate a sound alert

question-generation-gpt3

This repository will guide you to generate questions from sentences using OpenAI's GPT3, Python and Gradio

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n2sql-google-gemini

Natural Language to SQL using Google's Gemini Pro Model

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catboost-tutorial

A small tutorial to demonstrate the power of CatBoost Algorithm

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cuDF-RAPIDS-demo

A simple demo of cuDF which is a RAPIDS GPU-Accelerated Dataframe Library!

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auto-sklearn-tutorial

Small tutorial on auto-sklearn which is an automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator.

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lasso-regression-python

This repository shows how Lasso Regression selects correlated predictors

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openai-chatgpt-whisper-dalle-python

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jupyterdash-tutorial

A small introductory tutorial on JupyterDash!

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pivottablejs-jupyter-notebook-tutorial

A small tutorial which describes how you can create interactive pivot tables in Jupyter using PivotTable.js

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pytesseract-demo

A simple demo to show the power of PyTesseract: Simple Python Optical Character Recognition

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table-question-answering-with-automatic-speech-recognition

Question Answering Gradio Interface on Tabular Data with HuggingFace Transformers Pipeline & TAPAS Wav2Vec2 is a pretrained model for Automatic Speech Recognition (ASR)

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timeseries-rag

Chat with Time-Series Data in PostgreSQL using LlamaIndex and Timescale Vector

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bhattbhavesh91.github.io

Blog Link : https://bhattbhavesh91.github.io

sentiment-analysis-huggingface-pipeline

Sentiment Analysis with HuggingFace Transformers Pipeline with 5 Lines of Python code

Jupyter Notebook

svm-c-gamma-hyperparameters-tutorial

In this video, I'll try to explain the hyperparameters C & Gamma in Support Vector Machine (SVM) in the simplest possible way.

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neo4j-tutorials

This repository is your ultimate guide to Neo4j tutorials using Python. It provides you with everything you need to know about using Neo4j with Python, including sample code and step-by-step instructions. With this repository, you'll learn how to use Neo4j

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time-series-decomposition-from-scratch

A small walk through on how we can decompose a time series into trend, seasonality and residual

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pca-multicollinearity

A simple example to show how Principal Component Analysis can be used to Address Multicollinearity

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decision-tree-splits-continuous-variables

A simple example to answer - how is a splitting point chosen for continuous variables in decision trees?

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data-extraction-pipeline-python-github-actions

This repository will guide you to Automate Python Scripts with GitHub Actions FOR FREE

sql-pandas-fugue-demo

Tutorial on using SQL on Python Pandas DataFrame using FugueSQL

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ktrain-tutorial

Fine-tuning a BERT model using Ktrain | Transfer Learning NLP | Fine Tune Bert For Text Classification

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pytube-demo

Download YouTube videos & playlists using PyTube

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tf-js-example-2

About In this tutorial, I'll show you how you can train a Deep Neural Network in the browser using TensorFlow.js

tensorflow_notebooks

Notebooks & Tutorial links for TensorFlow 1 & 2

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gramformer-tutorial

Grammar Correction Web Application using Gramformer & Gradio

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bhattbhavesh91

handy-python-applications

A small repository of some cool applications built in Python

crazy_numpy_pandas_hacks

Repository which contains weird numpy pandas that I have discovered!

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durbin-watson-test-python

Residual check using the Durbin Watson test from Scratch in Python

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rural-credit-worthiness-regression

Predicting Loan Amount for rural people based on Regression

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xavier-initialization-walkthrough

A repository to show how Xavier initialization in Neural Networks help to initialize the weights of the network with random values that are not too small and not too large.

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Top2Vec-Demo

Demo on Top2Vec to generate topics using BERT model

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