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deep_transfer_learning_nlp_dhs2019

Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019

deepnude_nowatermark_withmodel

DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pix2pix/pic2pic

differentiable_neural_computer

Differentiable Neural Computer (DNC) implementation in PyTorch.

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

domains

MODX_project

draughts-ai

AI based checkers game-bot

dsnd-capstone

Udacity Data Science Nanodegree Capstone Project: Electricity Price Forecasting using ANN

dsnd-wind-farm

Windfarm Open Data Analysis: “La Haute Borne” (Meuse, France)

elec-sys-data

Automated extraction of open electricity system data from meteorological services, electricity system operators and electricity market operators [WIP]

electricity-price-forecasting

Repo for forecasting electricity prices

electricity-price-volatility-forecasting

California Electricity price and volatility forecasting via data scraping, deep learning models, and simulation

electricity_price_forecasting

forecasting electricity prices with machine learning

emotion-recognition-using-speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

environment_sound_classifier

Classification of environment sounds using a Support Vector Machine model trained on ESC-10 audio data set. This finds application for increasing ease for the differently abled and for surveillance purposes.

esrnn-gpu

PyTorch GPU implementation of the ES-RNN model for time series forecasting

face_tf

faceswap

one-click face swap

flutter-dialogflow-helpdesk-auto-ticket-classifier

forecasting_electricityprice

Data Science project to build a Machine Learning model to forecast daily electricity price in Spain

ga_pso

Genetic Algorithm Particle Swarm Optimization Implemented in Python

game-of-life

Conway's Game Of Life with a small evolutionary twist.

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

helpdesk-auto-ticket-classifier-app

Helpdesk Auto Ticket Classifier App using Flask and Scikit-Learn. Payment using Stripe.

house-price-prediction-analysis

This is Kaggle project for the house price prediction

how_to_deploy_a_keras_model_to_production

This is the code for the "How to Deploy a Keras Model to Production" by Siraj Raval on Youtube

howtotrainyourmamlpytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

image-classification-rnn

Classify MNIST image dataset into 10 classes. Build an image classifier with Recurrent Neural Network (RNN: LSTM) on Tensorflow.

imageclassifier

ML Demo for Image Classifier.

it-support-tickets-optimization-with-machine-learning

it-supported-ticketing-system

A working prototype is implemented for machine learning based ticket assignment that can suggest who is suitable for what type of ticket by taking ticket descriptions as input. This machine learning prototype is implemented using Python and Machine Learning with past records of the ticket assignment data for model training.