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aichip_paper_list

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

bi-real-net

Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2018 and IJCV

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

compressai

A PyTorch library and evaluation platform for end-to-end compression research

deep-learning-with-pytorch-video

Deep learning with PyTorch, published by Packt

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

eecs220p_papers

eeg-dl

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

facex-zoo

A PyTorch Toolbox for Face Recognition

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

google-research

Google Research

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

learngitbranching

An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!

linear-algebra-with-python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistan

msunet

[NeurIPS 2019 Google MicroNet Challenge] MSUNet is an efficient model that won the 4th place in the Google MicroNet Challenge CIFAR-100 Track hosted at NeurIPS 2019 designed by Yu Zheng, Shen Yan, Mi Zhang

musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

nngp

Deep neural network kernel for Gaussian process

prob-tensor-toolbox

Probabilistic Tensor Toolbox

silk760

silk90

A beautiful, simple, clean, and responsive Jekyll theme for academics

starter-academic

tsne-cuda

GPU Accelerated t-SNE for CUDA with Python bindings

vbmf

Python implementation of the analytical solution to Variational Bayes Matrix Factorization