知凡's repositories
crfchunking-with-wordrepresentations
Train a CRF for syntactic chunking (CoNLL2000), and use word representations
HTML5-Clear
A replica of the Clear iphone app in HTML5
AIGA
Artificially Intelligent Grid Assistent - AI based tutors which answer user queries in an interactive and conversational manner. This project won the national first runner-up award at Microsoft's Imagine Cup, 2007. It was also presented at the 14th International Conference on High Performance Computing, 2007.
apriori-python
Lab 3: Association Rules Mining
election-software
Software written for the LAMP/WAMP stack that facilitates the conduct of an election process.
ffbf
Feed-forward Bloom filters
hiphop-php
My intern project at Facebook
neural-language-model
Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
PG_Curve
Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.
python-ML-minimal
Linear and logistic regression in Python with no dependencies on Scipy/Numpy.
shogun
The Shogun Machine Learning Toolbox (Source Code)
SparseAutoEncoder
SparseAutoEncoder - Unsupervised Learning
Stanford-Machine-Learning-Course
machine learning course programming exercise
templatemaker
templatemaker is a Python library that can extract data from files with a similar format, like HTML pages.
textSNE
2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point
WordSegmenter
A linear chain conditional random field model for word segmentation based on syllables
zhihu-to-renren
一个自动抓取知乎热门问答内容、自动在人人网上发日志的脚本