project_template

Basic python template to kick start a new project

py_ml_utils

Some small utility modules to help with pandas, numpy and sklearn usage in other projects

pylearn2

A Machine Learning library based on Theano

pythia

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-mdn

Mixture Density Networks for PyTorch

pytorch_layers

Pytorch snippets, layers and more

pytorch_realtime_multi-person_pose_estimation

This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation

quoradqbaseline

Baseline solution to Quora Duplicate Question dataset.

random_forests

This is a very efficient Random Forests implementation for MATLAB based on low level "cart" tree implementation.

raspisecurity

Home Surveillance for Raspberry

rayleigh

Search image collections by multiple color palettes or by image color similarity.

resnet.torch

an updated version of fb.resnet.torch with many changes.

rsom

Rectifying Self Organizing Map

sample_app

scrapy-webdriver

seg-torch

Segmentation with deep learning

selective_search_py

Python-based implementation of the Selective Search for Object Recognition.

shot_boundary_detection

Shot_Boundary_Detection at Matlab

simple_recommendation

Some basic recoomendation engine functions that are used for finidn similarity matrices. most similar items, processing missing values and such

simplecv

The Open Source Framework for Machine Vision

sklearn-deap

Use evolutionary algorithms instead of gridsearch in scikit-learn

sl-quant

Companion code for the "Self Learning Quant" blog post

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

sparsefiltering

Sparse Filtering

ssi

Software Studies Initiative

stt

🐸STT - a deep learning toolkit for Speech-to-Text, battle-tested in research and production

studyadversarials

Some of my experiments targeting adversarial instances

tacotron-2-upgraded-tf-2.0