bhargav_borah's repositories
DSAPractice
Repo for code I have written while practicing DSA.
NanoTensor
My implementation of a backpropagation engine. Inspired by Andrej Karpathy's micrograd.
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
deep-learning-101
Notebooks for the videos in the "Deep Learning 101" playlist
ImageClassificationAnimals10
Image Classificastion on the Animals 10 dataset
bhargav-borah
Config files for my GitHub profile.
Brand-Laptops-Dataset-EDA
EDA on Brand Laptops Dataset on Kaggle
TopClassicalComposersEDA
EDA on the Top Classical Composers dataset on Kaggle.
CIFAR10ImageClassification
Work in progress: Neural networks to classify the 10 classes in CIFAR10 dataset
LinearRegressionFromScratch
Implementation of linear regression from scratch
Custom-Dataset-Creation-Food-101
Creation of a custom dataset from the Food101 dataset.
TimeSeriesForecastingXGB
An XGB regression model to make predictions on PJM Hourly Energy Consumption Data.
Titanic-Survival
A machine learning model trained on the Kaggle Titanic dataset to predict passenger survival. This repository provides code, data preprocessing, model training, and evaluation. Explore the implementation and gain insights into feature engineering, model selection, and performance assessment in the context of survival prediction
EEGSchizophreniaClassification
Olejarczyk E, Jernajczyk W (2017) Graph-based analysis of brain connectivity in schizophrenia. PLoS ONE 12(11): e0188629. https://doi.org/10.1371/journal.pone.0188629
EDAZillowHomeValuePrediction
This repo is home to my practice notebook(s) for exploratory data analysis on the Zillow Prize problem on Kaggle.
BirdAudioClassification
This repository contains a deep learning solution for classifying bird species based on audio recordings. The project utilizes TensorFlow, a popular open-source machine learning library, to build and train a neural network for accurate bird species identification.
House-Prices---Advanced-Regression-Techniques
This repo is home to some data science related practice I undertook on House Prices - Advanced Regression Techniques competition on Kaggle
ImageSentimentClassifier
Image Sentiment Classifier is a powerful tool for analyzing images and determining whether the subjects in those images are happy or sad. This deep learning solution leverages the cutting-edge capabilities of TensorFlow, a leading open-source machine learning library.
BengaluruHousePricePrediction
🏠 Bengaluru Housing Price Prediction 📈 Welcome to the Bengaluru Housing Price Prediction repository! This project utilizes the power of multivariate linear regression, cutting-edge data visualization techniques, and advanced multidimensionality reduction to accurately predict housing prices in the vibrant city of Bengaluru.
DiabetesPredictionModel
A machine learning model to detect diabetes, implemented using Support Vector Machine
Rock-vs-Mine-Detection
This project involves using Python, NumPy and Pandas to implement a logistic regression model to predict whether an underwater object is a mine or a rock.