chrispmaag

pulseaudio_speech_enhancement

Real-time speech enhancement for a better workflow. PyTorch deep learning model deployed as Flask application on GCP.

sneakers_pytorch_web_app

PyTorch classifier for sneakers

flask_with_tensorflow_lite

Deploying TensorFlow Lite model using Flask

bubble_grader_computer_vision

Grade bubble sheet using computer vision

pix2pixGAN

Pix2Pix GAN for paired image-to-image translation to convert building facades to real buildings

circle_ci_hello_world

Learning CircleCI

circleci-demo-javascript-express

Sample Javascript/Express app building on CircleCI

clickstream_sequence_learning

Identify the better strategy for session level predictions that lead to personalization.

node_js_bootcamps

Backend for devcamper app using NodeJS, Express, and MongoDB

ssd_object_detection

Object detection using transfer learning on pre-trained object detector (SSD-ResNet50) for new class

cloudformation_web_app

Deploy a high-availability web app using CloudFormation

cycle_gan

Use CycleGAN to generate nighttime images from daytime images

data_engineering

Data engineering projects with Spark, Airflow, Redshift, PostgreSQL and Cassandra

deploy_text_sentiment_sagemaker

Deploy PyTorch text sentiment model using Amazon SageMaker, Lambda, and API Gateway

disaster_response_ml_pipeline

Machine learning pipeline and web app for categorizing text data into multiple classes

fastai_lesson1

Image classification of Google Image results using fastai v1 library

fastapi_model_deployment

Deploy machine learning model using FastAPI

finding_lane_lines_p1_sdcnd

Detect lane lines for self-driving cars using OpenCV

Flask-ML-Pipeline_GCP-Tutorial

functional_programming

Functional programming community of practice template

github-pages-with-jekyll

lstm_imdb_sentiment

Use LSTM to predict sentiment

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

neural_network_in_numpy

Implement forward pass and backpropagation for neural network using Numpy

nlp_machine_translation

Translate English text into French using embeddings and bidirectional GRUs

part_of_speech_tagging_with_hmm

Build Hidden Markov Model for part of speech tagging

plotly_open_city_data_api

Connect to open city data through SODA API and visualize with Plotly

PyTorch_Image_Classifier

Jupyter notebook and command line interface with optional arguments for classifying images with PyTorch

react-slingshot

React + Redux starter kit / boilerplate with Babel, hot reloading, testing, linting and a working example app built in

recommendations_with_ibm

Recommendations using collaborative filtering and matrix factorization