ryanmark1867 Goto Github PK

ai_conference_june_2019

Material for "Using deep learning and time-series forecasting to reduce transit delays" at O'Reilly AI Conference in Beijing, June 2019

alphafold

Open source code for AlphaFold.

chatbot

chatbot 2H 2019

chatbot_production

Repo for production Rasa chatbot for movie trivia

code_interpreter

Example of runnable output from Code Interpreter for a prompt asking for a Keras model for a simple CSV dataset.

codex_experiment

initial experiment of generating a simple application with Codex

colab_mini_repo

course20

Deep Learning for Coders, 2020, the website

deep-learning-structured-data-korean

Korean version of repo for "Deep Learning with Structured Data" - 딥러닝을 이용한 정형 데이터 분석

deep_learning_basics

repo for deep learning intro for upcoming Manning book on machine learning with tabular data

deep_learning_best_practices

Repo for deep learning best practices chapter of Manning machine learning with tabular data book

deep_learning_e2e_mlops

repo for mlops chapter of upcoming Manning book on ML for tabular data

deep_learning_for_structured_data

Production repo to accompany Deep Learning with Structured Data book from Manning: https://www.manning.com/books/deep-learning-with-structured-data

deep_learning_ml_pipeline

repo for staging content for creating ML pipeline for Keras model using Vertex AI SDK

deep_learning_stack_basics

deep_learning_vs_gradient_boosting

deep_learning_web_deployment

repo for simple web deployment for upcoming Manning book on machine learning with tabular data

deep_learning_with_keras3.0

dl_auto_catalog

explore deep learning models generated automatically from relational database catalog info

dl_auto_relational_models

dl_catalog_crawler

dl_structured_data_hands_on

Simplified repo for hands-on exercises related to Manning book Deep Learning with Structured Data https://www.manning.com/books/deep-learning-with-structured-data

dm-prediction-nov-2018

dm_prediction

Duty Manager prediction

end_to_end_deep_learning_liveproject

Repo for end-to-end deep learning liveproject for Manning Publications.

fastai_basics

fastai_deployment

Basic web deployment of fastai models using Flask

fastai_image_deployment

fastai_vs_keras

MNIST implemented in fastai and Keras as part of a comparison between the two high-level deep learning frameworks

fastbook

The fastai book, published as Jupyter Notebooks