aman-sawarn Goto Github PK

aman-sawarn.github.io

amazon-fashion-discovery-engine

RECOMMEND SIMILAR APPAREL PRODUCTS USING PRODUCTS DESCRIPTION

amexpert-2019

bidaf-keras

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

building-search-and-recommendations-together

cs224n

CS224n Natural Laungage Processing Assignments

cs224n-squad-project

data-science--cheat-sheet

Cheat Sheets

decision-trees-on-amazon-fine-food-reviews

Training, Testing, visualization and comparison on various vectorizers like Bag of words, TF-IDF, Word2vec, and TFIDF-Weighted Word2Vec

donor-choose-automation

DonorsChoose is a platform where teachers request funds for their students for educational purposes. There are huge amount of proposals from teachers to be reviewed by volunteers and it's still increasing. We(with Fei Li) cleaned the data, did feature engineering(including NLP techniques to extract features from texts) and built a high-performance (AUC 0.81) predictor/classifier with Ensemble method (Gradient Boost, GRU, Random Forest, etc.). It can help to automatically choose which proposals to approve. Based on the predictor, volunteers need only to focus on the marginal cases and this greatly reduce unnecessary labor.

gans

Using GANS for various Purposes

google-code-jam-solutions

graph-networks

greedy_algorithm

An example of optimization using the Greedy Algorithms

haberman_dataset_visualization

The Haberman's survival dataset contains cases from a study that was conducted between 1958 and 1970 at the University of Chicago's Billings Hospital on the survival of patients who had undergone surgery for breast cancer.

human-activity-recognition

Machine Learning and Deep Learning Models to predict Positions from Fitbit Dataset

imad-app-v2

Base repository for IMAD V2 course application. PLEASE DO NOT submit PRs, or push to this git repository!

jack

Jack the Reader

keras-gan

Keras implementations of Generative Adversarial Networks.

lstms-to-predict-polarity-of-amazon-fine-food-reviews

medical-report-generation-using-x-ray-images

Taking X-Ray images and generating reports on it

microsoft-malware-detection

Classifying the .asm files into 9 classes of Malware

mpst-movie-plot-synopsis

A dataset of movie plot synopses with story related tags

multi-layer-perceptron-architectures-on-mnist-dataset

nlp_practice_codes

Practice Repository

personalized-cancer-diagnosis

question-answering-system

quora-insincere-question-prediction

This is a data taken from Kaggle Quora Insincere question prediction. The aim of this competion was to will develop models that identify and flag insincere questions. To date, Quora has employed both machine learning and manual review to address this problem. With your help, they can develop more scalable methods to detect toxic and misleading content.

quora-question-pair-similarity

Identifying if two questions are similar, when two questions mean something similar, but have different words

random-forests-and-gbdt-on-amazon-fine-food-reviews

Random Forest Classifier Example and XGBoost algorithm applied on Amazon fine food reviews