timwee

algorithm

C++ Implementation of Algorithms (aka. Spaghetti Source)

Autopilot-TensorFlow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

bcw_codebook

CodeBook for Team BCW

CompetitiveProgramming

A collection of algorithms, data structures and other useful information for competitive programming.

CppNumericalSolvers

L-BFGS-B implementation in C++11 using Eigen

datainfra_misc

references and toy implementations of data infra

deep_q_rl

Theano-based implementation of Deep Q-learning

faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

flann

Fast Library for Approximate Nearest Neighbors

Halide

a language for image processing and computational photography

homework

Imitation Learning Homework 1

iir

Machine Learning / Natural Language Processing / Information Retrieval

kann

A lightweight C library for artificial neural networks

klib

A standalone and lightweight C library

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

nbsvm

Naive Bayes SVM for Sentiment Analysis

NLP_DL_Lecture_Note

NNPACK

Acceleration package for neural networks on multi-core CPUs

Optimization

optipie

Parser

PLSTM

public_plstm

Phased LSTM

svd

system-design-primer

Learn how to design large scale systems. Prep for the system design interview.

T-414-AFLV

T-414-ÁFLV: A Competitive Programming Course

TANK

A very high performance distributed log service

tommyds

A C library of hashtables and tries designed to store objects with high performance

TreeExtra

Additive Groves, Bagged Trees with Feature Evaluation, Interaction Detection, Visualization of Feature Effects.

Zoph_RNN

C++/CUDA toolkit for training sequence and sequence-to-sequence models across multiple GPUs