scofield0li's repositories
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
char-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
compare
compare embedding
CuckooFilter
Substitute for bloom filter.
DSSM
An reimplementation of Microsoft DSSM
faiss
A library for efficient similarity search and clustering of dense vectors.
faster-rnnlm
Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax
fastText
Library for fast text representation and classification.
ftrl_proximal_lr
Multithreaded Asynchronous FTRL Proximal Implementation
k-Means-with-Canopy-Clustering-MapReduce
canopy clustering and k-Means clustering on Hadoop MapReduce implemented in C++
kgraph
A library for k-nearest neighbor search
leaf
Open Machine Intelligence Framework for Hackers. (GPU/CPU)
LightGBM
LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
MLAlgorithms
Minimal and clean examples of machine learning algorithms
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more
PLSA-1
PLSA implementation via EM algorithm
python-LDA
lda模型的python实现
rbahumi.github.io
My Blog
RNNLMPara
Parallel RNN LM trainer
scikit-learn
scikit-learn: machine learning in Python
scrapy
Scrapy, a fast high-level web crawling & scraping framework for Python.
simhash
A Python Implementation of Simhash Algorithm
spectra
A header-only C++ library for large scale eigenvalue problems
tensorflow
Computation using data flow graphs for scalable machine learning
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
word2vec
GitHub clone of SVN repo http://word2vec.googlecode.com/svn/trunk/ (cloned by http://svn2github.com/)
xgboost
eXtreme Gradient Boosting (GBDT or GBRT) Library for large-scale (distributed) machine learning