Discover gulabpatel/NLP_Basics Open Source project

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gulabpatel

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NLP basic and advance text preprocessing concepts and techniques

OCR

Spacy, HAC, pytesseract, easyocr, doctr, mmocr, layoutlm, paddleocr

Jupyter Notebook

Graph_Neural_Network

Jupyter Notebook

TimeSeries

Arima, Sarima, LSTM, Prophet, DeepAR, Kats, Granger-causality, Autots

Jupyter Notebook

BERT

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Machine-Learning

Regression, Classification, Clustering, Dimension-reduction, Anomaly detection

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EDA

In this repository, we would see different available libraries for Exploratory Data Analysis

Jupyter Notebook

Handle_Imbalance

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StockPrice_Prediction

AutoML

Python_Tutorials

Pycaret

PyTorch_Zero_To_GANs

Feature_Selection

Knowledge_Graph

Hyper_Parameter_Optimization

We will discuss the Hyper Parameter Tuning for different Machine Learning Algorithm

Jupyter Notebook

Transformers

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Keras

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Python_in_R_and_Vice-versa

TensorFlow_Basics

Tensorboard

PyTorch_Basics

CNNs

ML_Pipeline

Table_Detection

Knowledge_Distillation

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ML_Retraining_Approaches

In this repo, we would see how to handle streaming data using "creme" library

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Spark_Colab_ML_SQL_Python

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Feature_Engineering

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Computer_Vision

Image Classification, Object Detection, Image Segmentation, Instance Segmentation and Pose Estimation

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Statistics

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LangChain

Jupyter Notebook

NER

Will discuss NER and also custom training of NER models

ExplainableAI

Speed-up-Pandas

Image_Processing

Data_Visualization

In this repo, we will discuss Data Visualization libraries with examples.

Jupyter Notebook

SQL_ML_Databricks

GANs

Generative Adversarial Networks

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Hugging-Face

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ChemInformatics

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Anomaly_Detection

In this repo, different techniques will be done to analyze Anomaly detection

Biasness

Biomedical_NLP

SparkNLP

Books

MySQL_with_Python

Jupyter Notebook

EvalML

Jupyter Notebook

Dataset

Jupyter Notebook

Recommendation_System

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Topic_Modeling

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Ethereum_and_Solidity

TFX

Speech-to-Text

TF_AutoML

Blockchain

Rapids

ImageClassificationWebApp

Python

Probabilistic_Graphical_Model

Model_Deployment

GCNN

Flask

FastAPI

LLMs

Alpaca, Bloom, DeciLM, Falcon, Vicuna, Llama2, Zephyr, Mistral(MoE), RAG, Reranking, Langchain, Langsmith..

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CPU-vs-GPU

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Project_Potato_disease_classification

End_to_End_Potato_disease_classification_Project

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TF-Serving

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Causal_inference

Jupyter Notebook

YOLOs

Object Detection, Instance Segmentation, Key point detection, Panoptic detection, Video

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generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

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NLPMetrics

Python code for various NLP metrics

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Code-Mixing

will discuss code mixing algorithms evolution

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gulabpatel

Personal Profile

gulabpatel.github.io

This is my personal website

CSS

Multi_Modeling

Jupyter Notebook

textUtilities

textUtilities provides functionalities e.g. Converting texts into lower and upper case, deleting text, article read time etc.

JavaScript

Face-Detection

Jupyter Notebook

Chat_Bot

newsapp

A news app, where you have latest news on Health, Finance, Sports, Entertainment, Business, Science and Technology etc.

JavaScript

Model_Checkpoingting

Jupyter Notebook

AIAg

Smart Agriculture, Remote Sensing, GIS, geemap, leafmap, Computer Vision, LLMs

Jupyter Notebook

90DaysOfDevOps

This repository is a Challenge for the DevOps Community to get stronger in DevOps. This challenge starts on the 1st January 2023 and in the next 90 Days we promise ourselves to become better at DevOps. The reason for making this Public is so that others can learn from the community and help each other grow.

Python

IoT-For-Beginners

12 Weeks, 24 Lessons, IoT for All!

C++

Remote-Sensing-ChatGPT

reactCourse

WebScrapping

LinearProgramming

InstallationScript

gulabpatel/NLP_Basics

gulabpatel

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