zhimin li's repositories
adversarial-robustness-toolbox
Python library for adversarial machine learning, attacks and defenses for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, and more with multiple framework support
Awesome-Pruning
A curated list of neural network pruning resources.
cosmoflow-benchmark
Benchmark implementation of CosmoFlow in TensorFlow Keras
dataflow
Efficient Data Loading Pipeline in Pure Python
datoviz
⚡ High-performance GPU interactive scientific data visualization with Vulkan
dynamic-graph
Efficient data-flow library for robotics.
gpu-rodinia
Rodinia benchmark
HAWQ
Quantization library for PyTorch. Support low-precision and mixed-precision, with hardware implementation through TVM.
interval-bound-propagation
This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715
libpressio
Pressio is latin for compression. Libpressio is a C++ library with C compatible bindings to abstract between different lossless and lossy compressors and their configurations. It solves the problem of having to having to write separate application level code for each lossy compressor that is developed. Instead, users write application level code using libpressio, and the library will make the correct underlying calls to the compressors. It provides interfaces to represent data, compressors settings, and compressors.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
netron
Visualizer for neural network, deep learning and machine learning models
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
pytorch_memlab
Profiling and inspecting memory in pytorch
space_time_pde
MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution
survis
Visual Literature Database
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
uu-dissertation-template
IEEE Style CS Dissertation Template for Univ. of Utah