ytangukyo's starred repositories
vscode-dev-containers
NOTE: Most of the contents of this repository have been migrated to the new devcontainers GitHub org (https://github.com/devcontainers). See https://github.com/devcontainers/template-starter and https://github.com/devcontainers/feature-starter for information on creating your own!
Deploy-machine-learning-model
Dockerize and deploy machine learning model as REST API using Flask
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
papers-with-annotations
Research papers with annotations, illustrations and explanations
resources-intel-edge-ai-scholarship-2020
A place to collect resources shared bythe community of Intel® Edge AI Foundation course
awesome-pipeline
A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pymc-resources
PyMC educational resources
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
stock-analysis-engine
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
neural-network-genetic-algorithm
Evolving a neural network with a genetic algorithm.
GeneticAlgorithmsWithPython
source code from the book Genetic Algorithms with Python by Clinton Sheppard
knowledge-graph-learning
A curated list of awesome knowledge graph tutorials, projects and communities.
KnowledgeGraphCourse
东南大学《知识图谱》研究生课程
burlap_examples
Tutorial and example code for BURLAP (http://burlap.cs.brown.edu)
common-lisp
Exercism exercises in Common Lisp.
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"