yang-tradelab Goto Github PK

autograd

Efficiently computes derivatives of numpy code.

awesome-deep-learning-papers

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-spark

A curated list of awesome Apache Spark packages and resources.

bayespa

Online Max-Margin Topic Models for Accurate and Fast Text Classification [release v0.1]

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

dl_research

My Deep Learning Research Papers

facets

Visualizations for machine learning datasets

grakel

A sci-kit-learn compatible library for graph-kernels

graphnn

Training computational graph on top of structured data (string, graph, etc)

gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

hacking_vim

Hacking Vim 7.2 中文翻译, 采用 LaTeX 排版

high-frequency-trading-model-with-ib

A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python

iap-cidl

Causal Inference & Deep Learning, MIT IAP 2018

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

ipython-notebooks

ipython-plotly

A collection of data science IPython notebooks with Plotly graphs

kaggle

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

keras

Deep Learning for humans

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

kgo

technique

machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

mlr

mlr: Machine Learning in R

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

recursivehierarchicalclustering

Use iterative feature pruning to identify hierarchical clusters.

retain

RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism

see-rnn

RNN weights, gradients, & activations visualization in Keras & TensorFlow

sequence-based-recommendations

session-based-recsys

Tutorials on session-based recommender systems