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

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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

Jupyter Notebook

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

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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

Jupyter Notebook

Causal_inference

Jupyter Notebook

YOLOs

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

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Code-Mixing

will discuss code mixing algorithms evolution

Jupyter Notebook

gulabpatel

Personal Profile

gulabpatel.github.io

This is my personal website

CSS

Multi_Modeling

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textUtilities

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

JavaScript

Face-Detection

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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

reactCourse

WebScrapping

LinearProgramming

InstallationScript

gulabpatel/NLP_Basics

gulabpatel

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