PyCM
PyCM: Multiclass confusion matrix library in Python - Published in JOSS (2018)
OmniTrax
OmniTrax: A deep learning-driven multi-animal tracking and pose-estimation add-on for Blender - Published in JOSS (2024)
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
acttensor-tf
ActTensor: Activation Functions for TensorFlow. https://pypi.org/project/ActTensor-tf/ Authors: Pouya Ardehkhani, Pegah Ardehkhani
nl-causal-representations
This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).
gnn-pressure-estimation
DiTEC research
https://github.com/dair-ai/ml-papers-of-the-week
🔥Highlighting the top ML papers every week.
x-anylabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
https://github.com/brianmanderson/dicom_rt_and_images_to_mask
Tools to help with the conversion of DICOM images, RT Structures, and dose to useful Python objects. Essentially DICOM to NumPy and SimpleITK Images
https://github.com/albumentations-team/albumentationsx
Next-generation Albumentations: dual-licensed for open-source and commercial use
netron
Visualizer for neural network, deep learning and machine learning models
t81_558_deep_learning
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
vrn
:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
https://github.com/muammar/ml4chem
ML4Chem: Machine Learning for Chemistry and Materials
https://github.com/dcavar/python-tutorial-notebooks
Python tutorials as Jupyter Notebooks for NLP, ML, AI
flair-2
Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.
https://github.com/cosmiq/solaris
CosmiQ Works Geospatial Machine Learning Analysis Toolkit
https://github.com/blinkdl/blinkdl
A minimalist deep learning library in Javascript using WebGL + asm.js. Run convolutional neural network in your browser.
https://github.com/bayer-group/eqgat
Research repository for the proposed equivariant graph attention network that operates on large biomolecules proposed by Le et al. (2022)
https://github.com/cedrickchee/kaggle-facial-detection
Facial keypoints detection challenge tutorial and solution for Singapore Kaggle ML Challenge meetup.
https://github.com/cbica/dlicv
A repository that allows users to apply the DLICV method to their brain imaging data.
imu2text
IMU2Text: A hybrid CNN+GNN pipeline for handwriting recognition and trajectory prediction using IMU data with state-of-the-art accuracy (99.74%).
NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
https://github.com/alexeyev/keras-generating-sentences-from-a-continuous-space
Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349
nemo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
https://github.com/cedrickchee/rnnoise-nodejs
Node.js bindings to Xiph's RNNoise denoising C library
https://github.com/cedrickchee/awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch (adapted to fast.ai version)
deepmodeloptim
Stochastic Testing and Input Manipulation for Unbiased Learning Systems
https://github.com/carlosholivan/musicboundariescnn
Code of the paper "Music Boundary Detection using Convolutional Neural Networks: A comparative analysis of combined input features" in Pytorch
DAK
Explaining the genetic causality for complex diseases by deep association kernel learning
mt-nir
This repository contains code for predicting near-infrared (NIR) and UV-Vis properties of photoswitches using multitask learning using MPNN architecture.
https://github.com/cedrickchee/realtime-detectron
Real-time Detectron using webcam.
https://github.com/cedrickchee/dawnbench-analysis
DAWNBench analysis of CIFAR-10 time-to-accuracy.
https://github.com/buaadreamer/nnplayer
A Toy Nerual Network Framework 自制神经网络框架