ameyas1

multivariate_stock

Future Prediction of Stock Values using Multivariate Analysis, CNN, Bi-Directional Lstm, and using Tensorboard for Analysis.

Medical-Diagnosis

This repository contains programming exercise of the Medical Diagnosis Coursera course of DeepLearning.ai

Advance_Deployment_Models

Conversion of tensorflow model to tflite, tf.js and model prediction using server.

Blackpink_Face_Recognition

VggFace architecture is used to recognise faces of Blackpink members.

GenrePrediction

Predicting genre of movies by their plot using HuggingFace Distilbert.

Gluoncv-Notebooks

This repository contains notebooks from coursera aws course with gluoncv and my personal projects.

Neural_structured_learning

Image classification enhancement using NSL.

RecommendationSystem

Recommendation System using movieLens 1M dataset

Audio_Classification

My implementation of audio classification on tensorflow.

Deep-Learning-HSE-Coursera

This repository contains notebooks from Deep Learning Course Coursera HSE

Entity_Recognition_POS_Tagging

Bidirectional LSTM used for Entity Recognition and POS tagging

examples

TensorFlow examples

face_age_race_gender

Prediction of Age, Race, Gender from Faces. Dataset used from UTKFace.

FakeNewClassification

Fake news classification using Trax Framwork on dataset from kaggle compition fake-news.

GIS

Image_Resolution

increasing the resolution of image using encoder-decoder architecture

LSTM_Autoencoder_Anomaly_Detection

LSTM auto-encoder is used to detect anomaly on S&P 500 index data.

Medical-Prognosis

This repository contains programming exercise of the Medical Prognosis Coursera course of DeepLearning.ai

MIT_DeepLearningLab_Notebooks

Mnist_neon

Classification of numbers using Neon Nervana

MonkAi_Notebooks

My experiments with MonkAi

Neural_Machine_Translation

Encoder-Decoder Architecture used for Neural Machine Translation.

NLP-for-Sequence-Model

This repository contains notebooks from NLP specialization with some modifications.

Pytorch-Notebooks

Pytorch Experimental Notebooks

QA_Summarization

Sentiment_Analysis

1.6 Million tweets from various users are used to analyse sentiments whether it is positive or negative

Stock_prediction

Stock prediction using Convolution and Recurrent layers

Style_Transfer

Generation of a new image that has style of a image and content of a different image

TPU_Prediction

classification acceleration using tpu

Transfer_Learning

fine tuning inception model to classify cats and dogs