chongxi Goto Github PK

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

analysis-tools

Code for analyzing data saved by the Open Ephys GUI

arc_tasks

The Abstraction and Reasoning Corpus

awesome-charting

A curated list of chart and dataviz resources that developers may find useful.

barlow-twins-pytorch

An easy-to-use implementation of Barlow Twins for Pytorch.

bash

https://linuxhint.com/install_zsh_shell_ubuntu_1804/

best-deep-learning-optimizers

Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable

blackbox-backprop

Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"

bldcml

Control brushless DC motor with reinforcement learning.

compositional-attention

Code to reproduce the results for Compositional Attention

config

.bashrc .zshrc .tmux.conf .vimrc

cpp-subprocess

Subprocessing with modern C++

dec-keras

Deep Embedding Clustering in Keras

deep-generative-models

Deep generative models implemented with TensorFlow 2.0: eg. Restricted Boltzmann Machine (RBM), Deep Belief Network (DBN), Deep Boltzmann Machine (DBM), Convolutional Variational Auto-Encoder (CVAE), Convolutional Generative Adversarial Network (CGAN)

design-pattern

diptest

Python/C implementation of Hartigan & Hartigan's dip test, based on Martin Maechler's R package

dnd-lstm

A Python(PyTorch) implementation of memory augmented neural network based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall. ICML.

emergent_symbols

Code for 'Emergent Symbols through Binding in External Memory'.

esp32-audioi2s

Play mp3 files from SD via I2S

example-requirements

A Binder-compatibible repo with a requirements.txt file

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fdls

An implementation of the FDLS filter design algorithm using numpy

fpga_cnn

Convolutional Neural Net written for implementation on an FPGA

fpoc

FPGA-based Field Oriented Control (FOC) for driving PMSM motor.

framework_tutorial

gpfads

Gaussian Process Factor Analysis with Dynamical Structure

hdbscan

A high performance implementation of HDBSCAN clustering.

hippocampal-bmi-2023

ica-attachments

See files

igor

Read Igor Pro pxp files from python