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.
DAK
Explaining the genetic causality for complex diseases by deep association kernel learning
deepmodeloptim
Stochastic Testing and Input Manipulation for Unbiased Learning Systems
imu2text
IMU2Text: A hybrid CNN+GNN pipeline for handwriting recognition and trajectory prediction using IMU data with state-of-the-art accuracy (99.74%).
https://github.com/cedrickchee/rnnoise-nodejs
Node.js bindings to Xiph's RNNoise denoising C library
https://github.com/buaadreamer/nnplayer
A Toy Nerual Network Framework 自制神经网络框架
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.
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/cbica/dlicv
A repository that allows users to apply the DLICV method to their brain imaging data.
https://github.com/cedrickchee/dawnbench-analysis
DAWNBench analysis of CIFAR-10 time-to-accuracy.
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/awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch (adapted to fast.ai version)
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
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