Rohan Dawkhar's repositories
scraping-google-maps-reviews
This repository shows how to scrape Google Maps' places reviews data using SerpApi. Total 3 places' reviews are scraped in this code file, by filtering only Indonesian reviews. Google Maps API has also been used to find out place_id for 3 places.
sachelsout
Hey people👋, Check out this repository to learn more about me 🤓. You can also use it to make your own awesome GitHub README ✨ (Don't Forget to Fork and Star the repo😅)
bagOfWords-Tfidf-vectorizers
This repository has the implementation of traditional NLP techniques like Bag Of Words (BoW) and TF-IDF from scratch and then comparing the results with the scikit learn's respective libraries/modules vectorizers.
behaviour-of-linear-models-for-imbalanced-data
This repository shows, how linear models behave if there is imbalanced dataset. Support Vector Machine(SVM) and Logistic Regression(LR) algorithms are used with different regularization strength.
celebrities_face_clustering
This repository has the production grade code for Face Clustering on cropped Celebrities Face Dataset, obtained from Pinterest.
clabot-config
CLA bot configuration for Kaskada-ai Org
EDA-haberman-dataset
Exploratory Data Analysis(EDA) on Haberman Dataset
effect-of-collinear-features-on-linear-models
This repository shows, how linear models behave if the features of the dataset are collinear in nature. Support Vector Machine(SVM) and Logistic Regression(LR) algorithms are used as linear models. Weights and accuracy scores are recorded in different scenarios.
effect-of-data-having-features-with-different-variances
This repository shows how linear models like Support Vector Machines (SVM) and Logistic Regression (LR) behaves for the data having features with different variances and how we can tackle this issue.
hyperparameter-tuning-from-scratch
This repository has the implementation of hyperparameter tuning techniques (GridSearchCV and RandomSearchCV) on K-Nearest Neighbour (KNN) algorithm, from scratch.
ivy
The Unified Machine Learning Framework
logistic-regression-from-scratch
This repository has the implementation of Logistic Regression algorithm from scratch, using SGD (Stochastic Gradient Descent). Scikit Learn library is not used.
performance-metrics-from-scratch
This repository has the implementation of Performance Metrics (e.g. F1 score, AUC, Accuracy, etc) from scratch, without using Scikit Learn library.
regression-outlier-effect
This repository shows how outliers affect best fit linear regression line and how we can overcome this outlier problem with regularization.
giskard
The testing framework dedicated to ML models, from tabular to LLMs 🛡️🧑🔬
github-automated-analysis-mercor
A vercel app which takes GitHub user's URL as an input and returns the most technically complex and challenging repository from that user's profile. This project is the submission for Mercor's ML Vetting Project.
kaskada
Modern, open-source event-processing
langchain-tutorials
Overview and tutorial of the LangChain Library
spoken-digit-recognition
A streamlit app which takes user voice input of spoken digit (0 to 9), recognizes the spoken digit and returns the digit associated label.