jasontam Goto Github PK

african-soil

ann-server

query server for approximate nearest neighbors

bbox-annotator

A bounding box annotation widget written in CoffeeScript.

blankly

fork of blankly

cat-vs-dog

Cat vs Dog image classifier (for Kaggle Competition)

committing

Tracks commits made during hackathons.

datasets

Some small datasets and preprocessing

dockerfiles

some dockerfiles

dotfiles

drugs

Playing with openFDA

faruba

Android app to log into a network blocked by a web portal.

fb4

https://www.kaggle.com/c/facebook-recruiting-iv-human-or-bot

gplearn

Genetic Programming in Python, with a scikit-learn inspired API

hbc-tech-blog

Source code for HBC Tech Blog:

iclicker

img-reprs

Using pre-trained networks for image feature extraction (production in mind)

jasontam.github.io

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lightgbm

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. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lmg_hazard

[Kaggle Competition] Liberty Mutual Group: Property Inspection Prediction

lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

meas

measurements and metrics

mf-group-addressing

MobilityFirst group addressing project summer 2012

ml_misc

Implementations of miscellaneous machine learning algorithms

ndsb2015

netrex

Neural network recommendation models in PyTorch

nnet

Simplified implementation of a neural network

nokia-n900

othello

Classic Reversi game with AI