ayanatherate Goto Github PK

allinonestonks

Using Bayesian Inferencing, Monte Carlo Simulations to analyse Stock Returns and modelling Volatility using GARCH processes.

autoxgb

XGBoost + Optuna

aws-sagemaker

demo youtube

ayanatherate.github.io

My Home Page & Blog.

bertopic-visualization

cb_selenium-python-deployment-heroku

chatcsv-streamlit-app

An LLM powered ChatCSV Streamlit app so you can chat with your CSV files.

covid_detection_cnn

Edureka Transfer Learning tutorial project for my future reference.

data1

datascience_artificialintelligence_utils

Examples of Data Science projects and Artificial Intelligence use cases

dev

Press the . key on any repo

dfcorrs

A Python utility for Cramer's V Correlation Analysis for Categorical Features in Pandas Dataframes.

distilbert-contracts-finetune

ds_boilerplate_code

This repo would serve as my collection of long and repetitive code(s) across Data Science projects which better be (Ctrl C+ Ctrl V)-ed, once their basic functionality is understood.

easyocr

A short walkthrough on using Easy OCR for Optical Character Recognition with Python and Pytorch.

embed_powerbi_jupyternotebook

Python script to access interactive PowerBI Dashboards/Reports & more on jupyter notebook using Power BI API.

evalml

EvalML is an AutoML library written in python. Forked from user Alteryx, here for my future reference.

goalsongraphs

Graph Network Visualization & Embedding Analysis of all Goals & Goal Chances created by WC2022 finalists, till WC Semi-final.

google-research

Google Research

hillbillyblog.github.io

My blog website, hosted with Github pages.

interview-prepartion-data-science

DS Interview Prep resource

kaggle-dataset-projects

This repo contains collection of practice DS/ML use-cases I've solved using Kaggle Datasets. Topics include Credit Card Fraud Detection, Employee Promotion Prediction among others.

linkedin-job-recommendation

A Python CLI tool that scrapes and recommends latest jobs from linkedin that are the best match with User's Role, Location and Skills after parsing Job Descriptions.

live-time-series

Solution for a Time-Series problem from Krish Naik's YouTube channel.

lyricsummarizer

Python Streamlit application that returns the main context (summary) of the lyrics of any song name provided as input. (uses BERT Text Summarization)

movie-content-analysis

How does World Movie Content vary from language to language? A visual & NLP-based exploration.

movie-recommender-app

An end-to-end Content-based Movie Recommendation Web App, built in Streamlit.

numba_cosine

This repository contains the experiment with numba.

openai-powerbi-python-connect

optuna

Optuna Hyperparameter tuning tutorial ref