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Arno Candel's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cuda icon cuda

GPU-accelerated LIBSVM is a modification of the original LIBSVM that exploits the CUDA framework to significantly reduce processing time while producing identical results. The functionality and interface of LIBSVM remains the same. The modifications were done in the kernel computation, that is now performed using the GPU.

cuda-rpca-admm icon cuda-rpca-admm

A CUDA implementation of performing Robust PCA for foreground-background separation, using ADMM for optimization.

cudakalmanfilter icon cudakalmanfilter

Implemented the Kalman Filter Algorithms on GPU using CUDA programming language. Analysed the run-time performance gain obtained by parallel computation of the various stages of the algorithm.Speed up of 1000x is observed for large input sets.

cudpp icon cudpp

CUDA Data Parallel Primitives Library

deepqa icon deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

feather icon feather

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

gbm icon gbm

Gradient boosted models

kaggle_ndsb2 icon kaggle_ndsb2

3rd place solution for the second kaggle national datascience bowl

kmeans icon kmeans

A CUDA implementation of the k-means clustering algorithm

lightgbm icon lightgbm

LightGBM is 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.

mkl-dnn icon mkl-dnn

Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

santander_2016 icon santander_2016

The 3rd place solution for Santander Customer Satisfaction competition

steal-ml icon steal-ml

Model extraction attacks on Machine-Learning-as-a-Service platforms.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

thrust icon thrust

Thrust is a parallel algorithms library which resembles the C++ Standard Template Library (STL).

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