Advait Save (advaitsave)

advaitsave

Geek Repo

Company:The Boston Consulting Group

Location:Bengaluru

Home Page:https://www.linkedin.com/in/advait-save/

Github PK Tool:Github PK Tool

Advait Save's repositories

Introduction-to-Time-Series-forecasting-Python

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

Language:Jupyter NotebookStargazers:300Issues:13Issues:0

Multiclass-Semantic-Segmentation-CamVid

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

Language:Jupyter NotebookStargazers:80Issues:4Issues:13

CNN-Image-Classification-and-Flask-Deployment

CNN based Image Classification on CIFAR-10 dataset, along with data augmentation and deployment of the trained CNN model using Flask. (Python)

Language:Jupyter NotebookStargazers:26Issues:4Issues:0

Medical-Imaging-Semantic-Segmentation

This repository contains UNet and ICNet implementations for semantic segmentation of nuclei images, from Kaggle's 2018 Data Science Bowl

Language:Jupyter NotebookStargazers:18Issues:1Issues:0

Text-preprocessing-and-classification

IMDB Movie Reviews - Text preprocessing and classification. Includes BOW model, TF_IDF, VADER entiment analysis, Topic Modelling using Latent Dirichlet Allocation and Word Embeddings. (Python)

Language:Jupyter NotebookStargazers:7Issues:1Issues:0

Churn-Classification-Model-Selection

A comprehensive Churn Classification solution aimed at laying out the steps of a classification solution, including EDA, Stratified train test split, Training multiple classifiers, Evaluating trained classifiers, Hyperparameter tuning, Optimal probability threshold tuning, model comparison, model selection and Whiteboxing models for business sense. (Python)

Language:Jupyter NotebookStargazers:4Issues:1Issues:0

LoanDefault-Prediction

Lending Club Loan data analysis

Language:Jupyter NotebookStargazers:2Issues:1Issues:0

LSTM-Embeddings-Text-Classification-Quora

Bidirectional LSTM text classification using Tensorflow 2 GPU for Quora Insincere Questions Classification competition on Kaggle

Language:Jupyter NotebookStargazers:2Issues:1Issues:0

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:1Issues:1Issues:0

speech_denoising

Speech denoising using various neural network architectures

Language:Jupyter NotebookStargazers:1Issues:2Issues:0

stats-learning-notes

Notes from Introduction to Statistical Learning

Language:RubyStargazers:1Issues:1Issues:0

DeepPoseKit

a toolkit for pose estimation using deep learning

Language:PythonLicense:Apache-2.0Stargazers:0Issues:1Issues:0

eda_nlp

Data augmentation for NLP, presented at EMNLP 2019

Language:PythonStargazers:0Issues:1Issues:0

FakeNewsNet

This is a dataset for fake news detection research

Language:PythonStargazers:0Issues:1Issues:0

Jalpc

🍎Jalpc -- A flexible Jekyll theme, 3 steps to build your website.

Language:CSSLicense:MITStargazers:0Issues:1Issues:0

py_isear_dataset

The International Survey on Emotion Antecedents and Reactions as a python dataset for MachineLearning

Language:PythonLicense:GPL-3.0Stargazers:0Issues:1Issues:0

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification

Language:PythonLicense:NOASSERTIONStargazers:0Issues:1Issues:0

unify-emotion-datasets

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

Language:PythonLicense:MITStargazers:0Issues:1Issues:0