saugatapaul1010

Amazon-Fine-Food-Reviews-Analysis

This repository contains a series of experiments performed on the Amazon Reviews dataset. This includes data visualization techniques like PCA and T-SNE. It also includes curating, de-duping and cleaning the dataset to perform a series of NLP related tasks. You will learn about a series of models which includes KNN, Naive Bayes, Logistic Regression, SVMs, Decision Trees, GBDTs, XGBoosts, Random Forests etc. You weill also learn about applying clustering techniques like KMeans, Agglomerative clustering and DBSCAN. You will further learn about Matrix Factorization usng Truncated SVD followed by KMeans clustering.

Breast-Cancer-Detection

Classification-Pipeline

This repository contains a pipeline for training classification models using pre trained model in keras. Readme will be updated with step by step process to use this pipeline.

EDA-on-Habermans-Cancer-Survival-Dataset

The task in this repository is to perform Exploratory Data Analysis on Habermans Cancer Survival Dataset. At the end of this, we will have an idea about a patient's 5 years survival rate given that he already has been detected with a positive Axillary lymph nodes.

Ensemble-Learning-BLOG

Ensemble Learning — Bagging, Boosting, Stacking and Cascading Classifiers in Machine Learning using SKLEARN and MLEXTEND libraries.

Exploratory-Data-Analysis-on-Iris-Dataset

This repo is for self reference. This contains EDA techniques applied on the Iris Dataset.

Image_Tampering_Localization_Heatmap

learnopencv

Learn OpenCV : C++ and Python Examples

Medical-AI-Android

Microsoft-Malware-Detection-using-Machine-Learning

The task here is to determine if or not a .asm or .byte file a malware or not. If yes, the algorithm will predict the class to which the malware class it belongs to.

saugatapaul1010/Medical-AI-Android

saugatapaul1010/Classification-Pipeline

This repository contains a pipeline for training classification models using pre trained model in keras. Readme will be updated with step by step process to use this pipeline.

saugatapaul1010/Image_Tampering_Localization_Heatmap

saugatapaul1010/ML-Ops-Azure-Pipelines

Fresh upload for the end to end ML-OPs pipeline using Azure.

saugatapaul1010/Assisted-MLOps

saugatapaul1010/Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

saugatapaul1010/AutoMates

I am lazy. I built a script to apply for jobs, swipe on bumble, and whatever comes next.

saugatapaul1010/azure-devops-python-api

Azure DevOps Python API

saugatapaul1010/build-your-own-x

Master programming by recreating your favorite technologies from scratch.

saugatapaul1010/Building-extremely-powerful-object-recognizers-using-very-little-data

In this repository I will build a state of the art object recognizer with extremely small data. Remember, building a state of the art object recogniser using deep learning is very simple if you have large chunks of data. However, if we have very little data, how can we get the best out of our models? Let's find out!

saugatapaul1010/CIFAR10-ENET-B5

saugatapaul1010/data

This repo contains dataset for 5 class animal classifier

saugatapaul1010/DeepFaceLab_Linux

DeepFaceLab utilizes deep learning to recognize and swap faces in pictures and videos.

saugatapaul1010/detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

saugatapaul1010/jalammar.github.io

Build a Jekyll blog in minutes, without touching the command line.

saugatapaul1010/linkedin-api

👨‍💼Linkedin API for Python

saugatapaul1010/mlrun

Machine Learning Automation and Tracking

saugatapaul1010/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

saugatapaul1010/models-1

Models and examples built with TensorFlow

saugatapaul1010/NFS

saugatapaul1010/optaplanner-quickstarts

OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.

saugatapaul1010/optopsy

A nimble options backtesting library for Python

saugatapaul1010/Product_Recommendation_Engine

Recommend top products to customers based on their purchase history.

saugatapaul1010/Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

saugatapaul1010/stable-diffusion-webui

Stable Diffusion web UI

saugatapaul1010/tensorflow

An Open Source Machine Learning Framework for Everyone

saugatapaul1010/tensorflow-example

TensorFlow examples for Valohai platform

saugatapaul1010/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

saugatapaul1010/Video2Description

Video to Text: Generates description in natural language for given video (Video Captioning)

saugatapaul1010/Vision-OPs