Discover gulabpatel/Hyper_Parameter_Optimization Open Source project

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gulabpatel

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

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

NLP_Basics

NLP basic and advance text preprocessing concepts and techniques

Jupyter Notebook

BERT

Jupyter Notebook

Machine-Learning

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

Jupyter Notebook

EDA

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

Jupyter Notebook

Handle_Imbalance

Jupyter Notebook

StockPrice_Prediction

AutoML

Python_Tutorials

Pycaret

PyTorch_Zero_To_GANs

Feature_Selection

Knowledge_Graph

Transformers

Keras

Python_in_R_and_Vice-versa

TensorFlow_Basics

Tensorboard

PyTorch_Basics

CNNs

ML_Pipeline

Table_Detection

Knowledge_Distillation

Jupyter Notebook

ML_Retraining_Approaches

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

Jupyter Notebook

Spark_Colab_ML_SQL_Python

Jupyter Notebook

Feature_Engineering

Jupyter Notebook

Computer_Vision

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

Jupyter Notebook

Statistics

Jupyter Notebook

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

Jupyter Notebook

Hugging-Face

Jupyter Notebook

ChemInformatics

Jupyter Notebook

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

Jupyter Notebook

Topic_Modeling

Jupyter Notebook

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..

Jupyter Notebook

CPU-vs-GPU

Jupyter Notebook

Project_Potato_disease_classification

End_to_End_Potato_disease_classification_Project

Jupyter Notebook

TF-Serving

Jupyter Notebook

Causal_inference

Jupyter Notebook

YOLOs

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

Jupyter Notebook

Code-Mixing

will discuss code mixing algorithms evolution

Jupyter Notebook

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

reactCourse

WebScrapping

LinearProgramming

InstallationScript

gulabpatel/Hyper_Parameter_Optimization

gulabpatel

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