fedorajzf's repositories
ml_cheat_sheet
My notes and superstitions about common machine learning algorithms
fbtorch
Facebook's extensions to torch/torch7. This is a preliminary release.
fbnn
Facebook's extensions to torch/nn.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
fbcuda
Facebook's CUDA extensions.
CNN_sentence
CNNs for sentence classification
DL4H
Deep learning for hackers: a hands-on approach to machine learning and deep learning.
convnet
A GPU implementation of Convolutional Neural Nets in C++
tsne
A python wrapper for Barnes-Hut tsne
fbpca
Fast Randomized PCA/SVD
logistic-regression-sgd
L1-regularized logistic regression using stochastic gradient descent [machine learning]
IPython-Notebooks
Collection of my IPython notebooks
NIWA_Python_seminars
A series of IPython notebooks on Python for data analysis geared towards environmental sciences
PIL-exercises
Programming in Lua 3rd edition exercises solutions
luaffi
Standalone FFI library for calling C functions from lua. Compatible with the luajit FFI interface.
cuda-exercises
CUDA exercises from the 2013 CUDA Course from the University of Alicante