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3dmnist

3D version of the MNIST database of handwritten digits

academicpages.github.io

accelerator-control

:boom: Algorithms on a mesh of optical interferometers for control of laser-driven accelerators on a chip

action_recognition

codes for ICCV07 and ICCV11 paper

adjoint-workshop

Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design

animation_engine

Animation engine for explanatory math videos

another_neural_network

Feed-forward neural networks can be trained based on a gradient-descent based backpropagation

anything-llm

A multi-user ChatGPT for any LLMs and vector database. Unlimited documents, messages, and storage in one privacy-focused app. Now available as a desktop application!

auto-qchem

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

backpropagation_nn_fpga_implementation

This is the final project for the BP NN FPGA implementation

book_list

This folder contains some materials for your productivity

bsq

BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)

caffe-cvmlp-polsar

Implementation of Complex-Valued Convolutional Multilayer Perception(CV-MLP) for classification of PolSAR image with pixels that are represented as complex value

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

cluster-simulation-scheme

commandcentermatlab

Modular LIS platform for generic spectroscopic experimentation

computervision

coursework_1

Coursework for Standford CS221: Artificial Intelligence - Principles and Techniques

cs229_rad_cool

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。

datasets

Datasets used in Plotly examples and documentation

deep-residual-networks

Deep Residual Learning for Image Recognition

dpu-pynq

DPU on PYNQ

dreamplace

Deep learning toolkit-enabled VLSI placement

duke-tsinghua-mlss-2017

Duke-Tsinghua Machine Learning Summer School 2017

ebooks-1

energyplus

EnergyPlus™ is a whole building energy simulation program that engineers, architects, and researchers use to model both energy consumption and water use in buildings.

exotic_options

Internship project at SWS research Shanghai, on exotic options