jayjinseokkim Goto Github PK

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

data-science-blogs

A curated list of data science blogs

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep_learning_for_beginners

videos, lectures, blogs for Deep Learning

deeplearningprojectworkflow

Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016

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.

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

evolution-strategies-starter

Starter code for Evolution Strategies

facial-expression-recognition

Facial expression recognition deep learning examples

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fasttext

Library for fast text representation and classification.

generating-reviews-discovering-sentiment

Code for "Learning to Generate Reviews and Discovering Sentiment"

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gensim

Topic Modelling for Humans

gensim-word2vec-model

Example of how to learn vector presentation of words in python using Gensim on english wikipedia articles.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hangul-toolkit

한글 자모 분리/조합 작업을 위한 툴킷

jayjinseokkim.github.io

jdf

Joyner Document Format official

js

Natural Language Processing / Quantitative Investment

k-nearest-neighbors-with-dynamic-time-warping

Python implementation of KNN and DTW classification algorithm

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

korean_char_rnn

Implementation of Character Recussive Neural Network with TensorFlow

lectures

Oxford Deep NLP 2017 course