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Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.
cudf
cuDF - GPU DataFrame Library
cuml
cuML - RAPIDS Machine Learning Library
DAC2018-TGIIF
The 1st place winner's source codes for DAC 2018 System Design Contest, FPGA Track
deepfloat
An exploration of log domain "alternative floating point" for hardware ML/AI accelerators.
DynamicWord2Vec
Dynamic Word Embeddings for Evolving Semantic Discovery code.
featuretools
An open source python framework for automated feature engineering
gardenia
GARDENIA: Graph Analytics Repository for Designing Efficient Next-generation Accelerators
gpgpu-sim_simulations
A repository that compliments gpgpu-sim, providing automated regression scripts, simulation launching utilities and the code + arguments for simulations that complete in a reasonable amount of time on GPGPU-Sim.
graph_nets
Build Graph Nets in Tensorflow
GSWITCH
A pattern-based algorithmic autotuner for graph processing on GPUs.
IMDb-Face
A new large-scale noise-controlled face recognition dataset.
kblas-gpu
Subset of BLAS routines optimized for NVIDIA GPUs
LANE
Label Informed Attributed Network Embedding, WSDM 2017
MAI-ECS
source code for paper "Evolutionarily Learning Multi-aspect Interactions and Influences from Network Structure and Node Content"
MalwareDataScience
Malware Data Science Reading Diary / Notes
mmdetection
Open MMLab Detection Toolbox
NetMF
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
nmslib
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
ONE
Unsupervised Outlier Aware Network Embedding
pmgd
Persistent Memory Graph Database
QNNPACK
Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
realistic-ssl-evaluation
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
redtail
Perception and AI components for autonomous mobile robotics.
Reinforced-Mnemonic-Reader
Reinforced Mnemonic Reader for Machine Reading Comprehension with reinforcement loss in tensorflow
rSVD
Randomized Matrix Decompositions using R
Shufflenet-v2-Pytorch
Perfect implement. Model shared. x0.5 (Top1:60.646) and 1.0x (Top1:69.402).
SketchML
Accelerating Distributed Machine Learning with Data Sketches