Maxim Berman's repositories
LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
superpixPool
Superpixel Pooling implemented in PyTorch and Chainer
Pytorch-DAG
Pytorch nn.module with arbitrary directed acyclic graph
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
ds3_kernel_testing
Material for the practical of the DS3 course on "Representing and comparing probabilities with kernels"
extension-cpp
C++ extensions in PyTorch
gitignore
A collection of useful .gitignore templates
icc-brightness
Control OLED display brightness by applying ICC color profiles.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
interactive-coding-challenges
Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
maskrcnn-benchmark
Fast, modular reference implementation of Semantic Segmentation and Object Detection algorithms in PyTorch.
pulse
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
pyscatwave
Fast Scattering Transform with CuPy/PyTorch
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
superpoint_graph
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
tinyrenderer
A brief computer graphics / rendering course
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
zsh-autosuggestions
Fish-like autosuggestions for zsh