Pinned Repositories
ann-server
query server for approximate nearest neighbors
committing
Tracks commits made during hackathons.
ndsb2015
nokia-n900
tophat
Recommendation system in TensorFlow
keras
Deep Learning for humans
lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
pymc
Bayesian Modeling and Probabilistic Programming in Python
JasonTam's Repositories
JasonTam/nokia-n900
JasonTam/tophat
Recommendation system in TensorFlow
JasonTam/ann-server
query server for approximate nearest neighbors
JasonTam/dotfiles
JasonTam/fb4
https://www.kaggle.com/c/facebook-recruiting-iv-human-or-bot
JasonTam/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
JasonTam/otto
JasonTam/semantic-search-tf
playground for semantic search in tensorflow
JasonTam/hbc-tech-blog
Source code for HBC Tech Blog:
JasonTam/bbox-annotator
A bounding box annotation widget written in CoffeeScript.
JasonTam/blankly
fork of blankly
JasonTam/datasets
Some small datasets and preprocessing
JasonTam/dockerfiles
some dockerfiles
JasonTam/img-reprs
Using pre-trained networks for image feature extraction (production in mind)
JasonTam/keras
Theano-based Deep Learning library (convnets, recurrent neural networks, and more).
JasonTam/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.
JasonTam/LMG_hazard
[Kaggle Competition] Liberty Mutual Group: Property Inspection Prediction
JasonTam/lopq
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
JasonTam/meas
measurements and metrics
JasonTam/ml_misc
Implementations of miscellaneous machine learning algorithms
JasonTam/netrex
Neural network recommendation models in PyTorch
JasonTam/poke-gym
Pokemon Go PVP Gym
JasonTam/py-edgar
A small library to access files from SEC's edgar
JasonTam/pymc
Bayesian Modeling in Python with MCMC and VI
JasonTam/sacredboard
Dashboard for sacred
JasonTam/sample-app
a sample application :)
JasonTam/shap
A unified approach to explain the output of any machine learning model.
JasonTam/springleaf-market-response
https://www.kaggle.com/c/springleaf-marketing-response
JasonTam/terraform-aws-eks
A Terraform module to create an Elastic Kubernetes (EKS) cluster and associated worker instances on AWS.
JasonTam/triplet_recommendations_keras
An example of doing MovieLens recommendations using triplet loss in Keras (and pytorch !)