Repository Index

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

• face-recognition
• vgg-face
• facenet
• openface

Lime: Explaining the predictions of any machine learning classifier

Lightning ⚡️ fast forecasting with statistical and econometric models.

• time-series
• statistics
• forecasting
• arima

A unified, comprehensive and efficient recommendation library

• recommender-systems
• collaborative-filtering
• knowledge-graph
• ctr-prediction

pySLAM is a hybrid Python/C++ Visual SLAM pipeline supporting monocular, stereo, and RGB-D cameras. It provides a broad set of modern local and global feature extractors, multiple loop-closure strategies, a volumetric reconstruction module, integrated depth-prediction models, and semantic segmentation capabilities for enhanced scene understanding.

• 3d-reconstruction
• depth-prediction
• feature-matching
• global-features

StellarGraph - Machine Learning on Graphs

• graphs
• machine-learning
• machine-learning-algorithms
• graph-convolutional-networks

A library for debugging/inspecting machine learning classifiers and explaining their predictions

• scikit-learn
• machine-learning
• xgboost
• lightgbm

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

• deep-learning
• depth-prediction
• visual-odometry
• self-supervised-learning

Natural Gradient Boosting for Probabilistic Prediction

• machine-learning
• gradient-boosting
• natural-gradients
• uncertainty-estimation

MLBox is a powerful Automated Machine Learning python library.

• machine-learning
• auto-ml
• kaggle
• deep-learning

A neural network library built in JavaScript

• mind
• neural-network
• prediction

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

• reinforcement-learning
• supervised-learning
• stock-data
• trading

A lightweight header-only library for using Keras (TensorFlow) models in C++.

• tensorflow
• deep-learning
• keras
• cpp

Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)

• tensorflow
• matconvnet
• depth-maps
• depth-prediction

A scikit-learn based module for multi-label et. al. classification

• classification
• scikit
• scikit-learn
• multi-label

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

• pytorch
• deep-learning
• generative-adversarial-network
• trajectory-prediction

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

• aifinance
• fintech
• llama
• machine-learning

🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations

• graph
• high-performance
• machine-learning
• knowledge-graph

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)

• clinicalbert
• hospital-readmission
• prediction

Crop Yield Prediction with Deep Learning

The official implementation of 3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction (ICLR 2023)

• ai-for-science
• diffusion-models
• drug-design
• equivariant-networks

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

• python
• sklearn
• data-science
• framework

Source code for "DeepDTA: deep drug-target binding affinity prediction"

• protein-ligand-interactions
• convolutional-neural-networks

RNA-seq prediction with deep convolutional neural networks.