Discover @avikumart Open Source projects

avikumart

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Global Rank 119,581 (Top 5 %)
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Registered over 3 years ago
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Python
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Location 🇮🇳 India
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Jupyter Notebook
206

Python
9,696

LLM-GenAI-Transformers-Notebooks

An repository containing all the LLM notebooks with tutorial and projects

Jupyter Notebook

102

Time-series-analysis-and-forecasting

In this repository, I have mentioned all the time series analysis methods from statsmodels library to analyse and model time-series data.

Jupyter Notebook

Road-Traffic-Severity-Classification-Project

This is a multiclass classification project to classify severity of road accidents into three categories. this project is based on real-world data and dataset is also highly imbalanced.

Jupyter Notebook

Natural-language-processing

In this notebook, I am updating NLP notebooks, and projects

Jupyter Notebook

Custom-question-answering-application

A question answering application powered by OpenAI LLM, Pinecone and Streamlit

Python

Computer-vision

In this repository, I am updating computer vision ML notebooks and techniques.

Jupyter Notebook

Wild-Blue-Berry-Yield-Prediction-Flask-app-deploy

In this repo, I have worked on Wild Blue Berry Yield prediction project. Dataset was generated by Pollination Simulation Model for research purpose

Jupyter Notebook

Image-segementation-using-U-Net-Architecture

In this repo, I have shared Image segmentation notebook to classify water bodies from satellite imagery dataset.

Jupyter Notebook

Recommender-systems-algorithms

In this repository, I have share notebook which contains recommender systems algorithms like apriori, collaborative filtering and SVD using surprise library of python.

Jupyter Notebook

Humyn-ai-projects

Data science and machine learning projects from Humyn.ai challenges

Jupyter Notebook

End-to-end-ML-project-house-price-prediction

This is an end to end machine learning project to predict house price from 70+ features with extreme feature engineering and data visualizations. notebook represents feature relations with target variable and various model training and evaluating results.

Jupyter Notebook

Principal-Component-Analysis

here's code for PCA and it's importance in data reduction to avoid multi-collinearity in dataset.

Jupyter Notebook

Python-challanges-repo

Repository for all the python code problems/challenges files

Jupyter Notebook

Pokemon-Dataset-Viz-and-Storytelling

Monthly code challenge repository by Angle Hack for data visualization and storytelling

Jupyter Notebook

Exploratory_data_analysis_DS_job_salary_dataset

I have done exploratory data analysis to find out 20+ insights from data science job salary dataset.

Jupyter Notebook

Polyfit-regression-numpy

This is a project for polynomial fit regression models where target variable is not linear. I have used numpy library for this.

Jupyter Notebook

Cyberbullying-Detection-NLP

In this project, I have analyzed textual dataset to detect cyberbullying on twitter

Jupyter Notebook

Image-classification-web-app

6 types of image classification web application built using streamlit, keras and deployed on streamlit cloud

Jupyter Notebook

Methane_SQL-Data-analysis-and-Dashboarding

Repository connecting SQL data source for analysis and dashboarding using python

Jupyter Notebook

Sales_prediction_with_Sklearn-statsmodels

This repo contains sales prediction repository using statsmodels and sklearn library

Jupyter Notebook

mlops-zoomcamp-codes-notes

Repo contains learning and mlops zoomcamp course notes

Jupyter Notebook

imbalanced-classification-problem-with-GAIN-LIFT-chart

In this project, I have take bank target marketing dataset with imbalanced classes, I have solved it through GAIN&LIFT chart as well as over-sampling method of sklearn utils.

Jupyter Notebook

Site-Energy-Intensity-Prediction-Project

In this repo, I have shared on energy intensity prediction project to measure site EUI (Energy usage intensity) in a given year.

Jupyter Notebook

Awesome-streamlit-web-apps

I have shared multiple streamlit web apps with source code for different use cases. check out the readme file for more information

Python

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