Pinned Repositories
aima-pseudocode
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
AlphaGOZero
Congratulation to DeepMind! This is a trial implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
betago
BetaGo: AlphaGo for the masses, live on github.
ByteNet
A tensorflow implementation of French-to-English machine translation using DeepMind's ByteNet .
ccxt
A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
ComputerVision
DeepLOB-Deep-Convolutional-Neural-Networks-for-Limit-Order-Books
This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-2010 dataset and present how model architecture is constructed here. The FI-2010 is publicly avilable and interested readers can check out their paper.
relation-network
keras implementation of [A simple neural network module for relational reasoning](https://arxiv.org/pdf/1706.01427.pdf)
jayjinseokkim's Repositories
jayjinseokkim/betago
BetaGo: AlphaGo for the masses, live on github.
jayjinseokkim/ByteNet
A tensorflow implementation of French-to-English machine translation using DeepMind's ByteNet .
jayjinseokkim/data-science-blogs
A curated list of data science blogs
jayjinseokkim/deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
jayjinseokkim/DeepLearningProjectWorkflow
Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016
jayjinseokkim/dl-docker
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
jayjinseokkim/evolution-strategies-starter
Starter code for Evolution Strategies
jayjinseokkim/facial-expression-recognition
Facial expression recognition deep learning examples
jayjinseokkim/fastText
Library for fast text representation and classification.
jayjinseokkim/gensim
Topic Modelling for Humans
jayjinseokkim/gensim-word2vec-model
Example of how to learn vector presentation of words in python using Gensim on english wikipedia articles.
jayjinseokkim/korean_char_rnn
Implementation of Character Recussive Neural Network with TensorFlow
jayjinseokkim/lectures
Oxford Deep NLP 2017 course
jayjinseokkim/machine-learning
Content for Udacity's Machine Learning curriculum
jayjinseokkim/machine_learning_examples
A collection of machine learning examples and tutorials.
jayjinseokkim/MuGo
Replicating AlphaGo's architecture in a readable manner
jayjinseokkim/qrnn
QRNN model implementation for IMDb dataset sentiment analysis
jayjinseokkim/quasi-rnn
Character-level Neural Translation using Quasi-RNNs
jayjinseokkim/RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
jayjinseokkim/sentiment-classifier
jayjinseokkim/Sequence-Semantic-Embedding
jayjinseokkim/tacotron
Audio samples from the paper "Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model".
jayjinseokkim/template
jayjinseokkim/tensorflow
Computation using data flow graphs for scalable machine learning
jayjinseokkim/textacy
higher-level NLP built on spaCy
jayjinseokkim/wordembedding-hebrew
The code behind the blog post: https://www.oreilly.com/learning/capturing-semantic-meanings-using-deep-learning