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advance_deployment_models

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

alice_in_wonderland_text_generator

Texts from Alice in wonderland is used to train keras model to generate text

amazon_reviews

sentiment analysis on dataset consisting of reviews of fine foods from amazon.

anna_karenina_text_generation

New text is generated using LSTM after giving it input a text file containing text from books of Anna Karenina using pytorch

audio_classification

My implementation of audio classification on tensorflow.

blackpink_face_recognition

VggFace architecture is used to recognise faces of Blackpink members.

breast_cancer_detection_tensorflow

Breast Cancer Detection using Tensorflow

cartpole_openai

Cart pole environment is simulated using gym module and artificial neural networks are used to help improve balancing of Cart pole on the wire.

cnn_medical_pneumonia

Convolution Neural Network is used to detect whether a person has pneumonia or not by their chest x-ray

creditcard

credit card fraud detection

cyclegans

CycleGans are used to generate images

dcgan

Deep convolutional Gans are used to generate new images

deep-learning-hse-coursera

This repository contains notebooks from Deep Learning Course Coursera HSE

dogs_and_cats

Convolution neural network is being used to detect whether a picture contains a dog or a cat.

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.

flower_detection

There are 5 types of flower Convolution Neural Network is used to detect whether the picture

genreprediction

Predicting genre of movies by their plot using HuggingFace Distilbert.

gis

gluoncv-notebooks

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

graduate_admission_pytorch

Predicting admission from important parameters

heart_disease_prediction

Visualization of data along with prediction whether a certain person with given set of features has hearth disease or not.

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.

malaria_detection_pytorch

Convolution Neural Network is used to detect malaria by looking at pictures of cells using pytorch

medical-diagnosis

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

medical-prognosis

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

mit_deeplearninglab_notebooks